GitHub - LukasMasuch/best-of-ml-tools: 🏆 A ranked list of awesome machine learning tools. Updated weekly.

IDEs & Notebook Editors 22 projects
Machine Learning Platforms 13 projects
Business Intelligence 9 projects
Job Scheduler & Pipelines 14 projects
Data Integration & Ingestion 22 projects
Data Batch & Stream Processing 16 projects
Data Labeling & Annotation 15 projects
Data Visualization & Exploration 17 projects
Model Visualization 8 projects
Model Deployment 22 projects
ML Applications & Services 15 projects
Performance Optimization & Accelerators 10 projects
Data Storage 44 projects
Database GUIs 25 projects
Others 21 projects

Explanation

🥇🥈🥉 Combined project-quality score
⭐️ Star count from Github
🐣 New project (less than 6 month old)
💤 Inactive project (6 month no activity)
💀 Dead project (12 month no activity)
❗️ Warning (e.g. missing/risky license)
👨‍💻 Contributors count from Github
🔀 Fork count from Github
📋 Issue count from Github
⏱️ Last update timestamp on package manager
📥 Download count from package manager
📦 Number of dependent projects

IDEs & Notebook Editors

Development environments and notebook editors suitable for machine learning & data science projects.

Visual Studio Code (🥇37 · ⭐ 91K) - Visual Studio Code. MIT

GitHub (👨‍💻 1.3K · 🔀 14K · 📦 540 · 📋 82K - 5% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/microsoft/vscode
```
NPM (📥 25K / month · 📦 470 · ⏱️ 14.01.2020):
```
 npm install monaco-editor-core
```

JupyterLab (🥇35 · ⭐ 9.3K) - JupyterLab computational environment. BSD-3

GitHub (👨‍💻 310 · 🔀 1.5K · 📦 13K · 📋 4.4K - 30% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/jupyterlab/jupyterlab
```
PyPi (📥 320K / month · 📦 2.4K · ⏱️ 24.01.2020):
```
 pip install jupyterlab
```

Jupyter (🥇35 · ⭐ 7.4K) - Jupyter Interactive Notebook. BSD-3

GitHub (👨‍💻 470 · 🔀 2.7K · 📦 47K · 📋 3.5K - 47% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/jupyter/notebook
```
PyPi (📥 2.6M / month · 📦 13K · ⏱️ 12.08.2015):
```
 pip install jupyter
```
Dockerhub (📥 7.2M · ⭐ 590 · ⏱️ 02.12.2019):
```
 docker pull jupyter/datascience-notebook
```

Spyder (🥈32 · ⭐ 5.1K) - Official repository for Spyder - The Scientific Python Development Environment. MIT

GitHub (👨‍💻 190 · 🔀 1K · 📦 9K · 📋 9.3K - 8% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/spyder-ide/spyder
```
PyPi (📥 38K / month · 📦 1.8K · ⏱️ 02.01.2020):
```
 pip install spyder
```
Conda (⏱️ 07.01.2020):
```
 conda install -c anaconda spyder
```

Eclipse Che (🥈31 · ⭐ 6K) - Eclipse Che: Next-generation Eclipse IDE. Open source workspace server and.. EPL-2.0

GitHub (👨‍💻 170 · 🔀 1.1K · 📦 72 · 📋 9.4K - 10% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/eclipse/che
```
Dockerhub (📥 4M · ⭐ 140 · ⏱️ 14.07.2019):
```
 docker pull eclipse/che
```

Maven (📦 3 · ⏱️ 05.07.2019):

 <dependency>
 	<groupId>org.eclipse.che</groupId>
 	<artifactId>bootstrapper</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Atom (🥈30 · ⭐ 51K) - The hackable text editor. MIT

GitHub (👨‍💻 540 · 🔀 14K · 📥 5.1M · 📋 16K - 3% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/atom/atom
```

Theia (🥈29 · ⭐ 6.8K) - Eclipse Theia is a cloud & desktop IDE framework implemented in TypeScript. EPL-2.0

GitHub (👨‍💻 140 · 🔀 870 · 📦 200 · 📋 4K - 29% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/eclipse-theia/theia
```
NPM (📥 58K / month · 📦 110 · ⏱️ 19.01.2020):
```
 npm install @theia/application-manager
```
Dockerhub (📥 1.2M · ⭐ 37 · ⏱️ 24.01.2020):
```
 docker pull theiaide/theia
```

code-server (🥈26 · ⭐ 27K) - Run VS Code on a remote server. MIT

GitHub (👨‍💻 69 · 🔀 1.8K · 📥 190K · 📋 1K - 19% open · ⏱️ 17.01.2020):
```
 git clone https://github.com/cdr/code-server
```
Dockerhub (📥 8.1M · ⭐ 140 · ⏱️ 17.01.2020):
```
 docker pull codercom/code-server
```

nteract (🥈26 · ⭐ 4.7K) - The interactive computing suite for you!. BSD-3

GitHub (👨‍💻 140 · 🔀 470 · 📥 740K · 📋 1.4K - 11% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/nteract/nteract
```
PyPi (📥 2.5K / month · 📦 5 · ⏱️ 16.07.2019):
```
 pip install nteract_on_jupyter
```

Jupyter Docker Stacks (🥉24 · ⭐ 4.9K) - Ready-to-run Docker images containing Jupyter applications. BSD-3

GitHub (👨‍💻 160 · 🔀 1.8K · 📋 500 - 11% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/jupyter/docker-stacks
```
Dockerhub (📥 3.6M · ⭐ 210 · ⏱️ 02.12.2019):
```
 docker pull jupyter/scipy-notebook
```

DIGITS (🥉24 · ⭐ 4K) - Deep Learning GPU Training System. BSD-3

GitHub (👨‍💻 48 · 🔀 1.4K · 📋 1.5K - 40% open · ⏱️ 05.11.2019):
```
 git clone https://github.com/NVIDIA/DIGITS
```
Dockerhub (📥 740K · ⭐ 65 · ⏱️ 01.05.2018):
```
 docker pull nvidia/digits
```

Zeppelin (🥉23 · ⭐ 4.7K) - Web-based notebook that enables interactive data analytics. Apache-2

GitHub (👨‍💻 390 · 🔀 2.2K · ⏱️ 21.01.2020):
```
 git clone https://github.com/apache/zeppelin
```
Dockerhub (📥 950K · ⭐ 110 · ⏱️ 07.10.2019):
```
 docker pull apache/zeppelin
```

Maven:

 <dependency>
 	<groupId>org.apache.zeppelin</groupId>
 	<artifactId>zeppelin-server</artifactId>
 	<version>[VERSION]</version>
 </dependency>

polynote (🥉23 · ⭐ 3.5K) - A better notebook for Scala (and more). Apache-2

GitHub (👨‍💻 22 · 🔀 280 · 📥 15K · 📋 350 - 36% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/polynote/polynote
```
Dockerhub (📥 1.7K · ⭐ 3 · ⏱️ 14.01.2020):
```
 docker pull polynote/polynote
```

Pyodide (🥉22 · ⭐ 3.4K) - The Python scientific stack, compiled to WebAssembly. MPL-2.0

GitHub (👨‍💻 33 · 🔀 210 · 📥 8.3K · 📋 310 - 50% open · ⏱️ 02.01.2020):
```
 git clone https://github.com/iodide-project/pyodide
```
Dockerhub (📥 32K · ⭐ 3 · ⏱️ 05.11.2018):
```
 docker pull iodide/pyodide-env
```

Hydrogen (🥉20 · ⭐ 3.5K) - Run code interactively, inspect data, and plot. All the power of Jupyter kernels,.. MIT

GitHub (👨‍💻 74 · 🔀 260 · 📋 1.1K - 8% open · ⏱️ 14.12.2019):
```
 git clone https://github.com/nteract/hydrogen
```

Deepo (🥉19 · ⭐ 5.4K) - Set up deep learning environment in a single command line. MIT

GitHub (👨‍💻 10 · 🔀 640 · 📋 100 - 11% open · ⏱️ 06.01.2020):
```
 git clone https://github.com/ufoym/deepo
```
Dockerhub (📥 150K · ⭐ 150 · ⏱️ 06.01.2020):
```
 docker pull ufoym/deepo
```

Spark Notebook (🥉18 · ⭐ 2.9K · 💤) - Interactive and Reactive Data Science using Scala and Spark. Apache-2

GitHub (👨‍💻 83 · 🔀 600 · 📋 510 - 40% open · ⏱️ 11.03.2019):
```
 git clone https://github.com/spark-notebook/spark-notebook
```

DataLab (🥉18 · ⭐ 900 · 💤) - Interactive tools and developer experiences for Big Data on Google Cloud.. Apache-2

GitHub (👨‍💻 50 · 🔀 240 · 📋 870 - 24% open · ⏱️ 05.06.2019):
```
 git clone https://github.com/googledatalab/datalab
```

ML Workspace (🥉16 · ⭐ 890) - All-in-one web-based IDE specialized for machine learning and data science. Apache-2

GitHub (👨‍💻 6 · 🔀 92 · 📋 20 - 55% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/ml-tooling/ml-workspace
```
Dockerhub (📥 48K · ⭐ 7 · ⏱️ 04.10.2019):
```
 docker pull mltooling/ml-workspace
```

h2o-flow (🥉16 · ⭐ 100) - Web based interactive computing environment for H2O. MIT

GitHub (👨‍💻 36 · 🔀 56 · ⏱️ 18.11.2019):
```
 git clone https://github.com/h2oai/h2o-flow
```

Judge0 IDE (🥉13 · ⭐ 140) - Free and open-source online code editor that allows you to write and execute code.. MIT

GitHub (👨‍💻 2 · 🔀 28 · 📋 32 - 18% open · ⏱️ 05.01.2020):
```
 git clone https://github.com/judge0/ide
```

Show 1 hidden projects...

RStudio (🥉17 · ⭐ 3K) - RStudio is an integrated development environment (IDE) for R. ❗️AGPL-3.0

GitHub (👨‍💻 93 · 🔀 740 · 📋 3.4K - 39% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/rstudio/rstudio
```

Machine Learning Platforms

Platforms that enable large-scale and distributed machine learning.

H2O (🥇30 · ⭐ 4.6K) - Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep.. Apache-2

GitHub (👨‍💻 190 · 🔀 1.7K · 📦 250 · ⏱️ 24.01.2020):
```
 git clone https://github.com/h2oai/h2o-3
```
PyPi (📥 96K / month · 📦 59 · ⏱️ 20.01.2020):
```
 pip install h2o
```

Kubeflow (🥇28 · ⭐ 8.3K) - Machine Learning Toolkit for Kubernetes. Apache-2

GitHub (👨‍💻 190 · 🔀 1.3K · 📥 57K · 📋 2.4K - 11% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/kubeflow/kubeflow
```
PyPi (📥 17K / month · 📦 4 · ⏱️ 20.01.2020):
```
 pip install kfp
```

PredictionIO (🥈27 · ⭐ 12K) - PredictionIO, a machine learning server for developers and ML engineers. Apache-2

GitHub (👨‍💻 160 · 🔀 2K · 📥 3.8K · ⏱️ 12.12.2019):
```
 git clone https://github.com/apache/predictionio
```
PyPi (📥 1.4K / month · 📦 15 · ⏱️ 24.10.2017):
```
 pip install predictionio
```
Dockerhub (📥 1.5K · ⭐ 3 · ⏱️ 19.11.2018):
```
 docker pull predictionio/pio
```

Pachyderm (🥈26 · ⭐ 4.2K) - Reproducible Data Science at Scale!. Apache-2

GitHub (👨‍💻 110 · 🔀 400 · 📥 36K · 📋 2.3K - 22% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/pachyderm/pachyderm
```
PyPi (📥 1K / month · 📦 3 · ⏱️ 22.01.2020):
```
 pip install python-pachyderm
```
Dockerhub (📥 1.6M · ⭐ 2 · ⏱️ 23.01.2020):
```
 docker pull pachyderm/pachd
```

Polyaxon (🥈25 · ⭐ 2.3K) - A platform for reproducible and scalable machine learning and deep learning on.. Apache-2

GitHub (👨‍💻 74 · 🔀 210 · 📋 500 - 26% open · ⏱️ 16.01.2020):
```
 git clone https://github.com/polyaxon/polyaxon
```
PyPi (📥 2K / month · 📦 1 · ⏱️ 13.01.2020):
```
 pip install polyaxon-cli
```
Dockerhub (📥 1.5M · ⏱️ 13.01.2020):
```
 docker pull polyaxon/polyaxon-api
```

Mahout (🥉22 · ⭐ 1.8K) - Powerful, scalable machine-learning library that runs on top of Hadoop MapReduce. Apache-2

GitHub (👨‍💻 58 · 🔀 910 · 📦 55 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/mahout
```

Maven (📦 7 · ⏱️ 15.04.2017):

 <dependency>
 	<groupId>org.apache.mahout</groupId>
 	<artifactId>mahout-math-scala_2.10</artifactId>
 	<version>[VERSION]</version>
 </dependency>

SystemML (🥉22 · ⭐ 800) - A machine learning platform optimal for big data running on Apache Spark,. Apache-2

GitHub (👨‍💻 86 · 🔀 290 · 📦 3 · ⏱️ 16.01.2020):
```
 git clone https://github.com/apache/systemml
```
PyPi (📥 3.4K / month · ⏱️ 27.08.2018):
```
 pip install systemml
```

Maven:

 <dependency>
 	<groupId>org.apache.systemml</groupId>
 	<artifactId>systemml</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Oryx 2 (🥉21 · ⭐ 1.7K) - Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large.. Apache-2

GitHub (👨‍💻 17 · 🔀 390 · 📥 14K · 📋 200 - 1% open · ⏱️ 24.11.2019):
```
 git clone https://github.com/OryxProject/oryx
```

Maven (📦 32 · ⏱️ 06.10.2018):

 <dependency>
 	<groupId>com.cloudera.oryx</groupId>
 	<artifactId>oryx-api</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Flyte (🥉19 · ⭐ 640 · 🐣) - develop, execute, and monitor distributed workflows reliably at scale. Apache-2

GitHub (👨‍💻 15 · 🔀 43 · 📋 130 - 87% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/lyft/flyte
```
PyPi (📥 33K / month · 📦 4 · ⏱️ 30.12.2019):
```
 pip install flytekit
```
Dockerhub (📥 7.2K · ⏱️ 09.12.2019):
```
 docker pull lyft/flyteadmin
```

Singa (🥉17 · ⭐ 1.9K) - Flexible architecture for scalable distributed training, it is extensible to run.. Apache-2

GitHub (👨‍💻 62 · 🔀 480 · ⏱️ 18.01.2020):
```
 git clone https://github.com/apache/singa
```

Conda:

 conda install -c conda-forge singa-cpu

Dockerhub (📥 120 · ⭐ 2 · ⏱️ 04.06.2019):
```
 docker pull apache/singa
```

FfDL (🥉17 · ⭐ 580 · 💤) - Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform.. Apache-2

GitHub (👨‍💻 15 · 🔀 170 · 📋 72 - 44% open · ⏱️ 27.04.2019):
```
 git clone https://github.com/IBM/FfDL
```
Dockerhub (📥 43K · ⏱️ 08.08.2019):
```
 docker pull ffdlops/ffdl
```

ML Hub (🥉17 · ⭐ 55) - Multi-user development platform for machine learning teams. Simple to setup within.. Apache-2

GitHub (👨‍💻 4 · 🔀 15 · 📥 95 · 📋 3 - 33% open · ⏱️ 02.12.2019):
```
 git clone https://github.com/ml-tooling/ml-hub
```
Dockerhub (📥 20K · ⭐ 3 · ⏱️ 17.01.2020):
```
 docker pull mltooling/ml-hub
```

PennAI (🥉14 · ⭐ 110) - the Penn AI engine. ❗️GPL-3.0

GitHub (👨‍💻 38 · 🔀 29 · 📥 250 · 📋 190 - 30% open · ⏱️ 17.01.2020):
```
 git clone https://github.com/EpistasisLab/pennai
```
Dockerhub (📥 51 · ⏱️ 07.08.2019):
```
 docker pull moorelab/pennai_lab
```

Business Intelligence

GUI-based business intelligence tools combining SQL query engines, data analytics, visualization, and dashboarding features.

Metabase (🥇29 · ⭐ 19K) - The simplest, fastest way to get business intelligence and analytics to.. ❗️AGPL-3.0

GitHub (👨‍💻 230 · 🔀 2.5K · 📥 1K · 📦 1 · 📋 6.8K - 31% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/metabase/metabase
```
Dockerhub (📥 33M · ⭐ 160 · ⏱️ 14.01.2020):
```
 docker pull metabase/metabase
```

Redash (🥈28 · ⭐ 15K) - Make Your Company Data Driven. Connect to any data source, easily visualize,.. BSD-2

GitHub (👨‍💻 340 · 🔀 2.5K · 📥 14K · 📋 1.9K - 25% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/getredash/redash
```
Dockerhub (📥 11M · ⭐ 140 · ⏱️ 23.01.2020):
```
 docker pull redash/redash
```

Superset (🥈27 · ⭐ 28K) - Apache Superset (incubating) is a modern, enterprise-ready business.. Apache-2

GitHub (👨‍💻 460 · 🔀 5.5K · 📦 2 · 📋 4.2K - 6% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/incubator-superset
```
PyPi (📥 2.8K / month · ⏱️ 12.10.2019):
```
 pip install apache-superset
```
Dockerhub (📥 1.3M · ⭐ 220 · ⏱️ 23.01.2020):
```
 docker pull amancevice/superset
```

Hue (🥈24 · ⭐ 4K) - Open source SQL Query Assistant for Databases/Warehouses. Apache-2

GitHub (👨‍💻 230 · 🔀 1.5K · 📦 3 · 📋 730 - 28% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/cloudera/hue
```
Dockerhub (📥 560K · ⭐ 58 · ⏱️ 24.01.2020):
```
 docker pull gethue/hue
```

Azure Data Studio (🥉22 · ⭐ 5.5K) - Azure Data Studio is a data management tool that enables working.. ❗️Custom EULA

GitHub (👨‍💻 97 · 🔀 460 · 📥 170K · 📋 5.5K - 32% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/microsoft/azuredatastudio
```

Blazer (🥉20 · ⭐ 2.4K) - Explore your data with SQL. Easily create charts and dashboards, and share them with.. MIT

GitHub (👨‍💻 42 · 🔀 290 · 📦 240 · 📋 160 - 6% open · ⏱️ 14.11.2019):
```
 git clone https://github.com/ankane/blazer
```

Poli (🥉19 · ⭐ 1.6K) - An easy-to-use BI server built for SQL lovers. Power data analysis in SQL and gain.. MIT

GitHub (👨‍💻 2 · 🔀 220 · 📥 3.6K · 📋 48 - 25% open · ⏱️ 11.01.2020):
```
 git clone https://github.com/shzlw/poli
```
Dockerhub (📥 570 · ⏱️ 11.12.2019):
```
 docker pull zhonglu/poli
```

CBoard (🥉17 · ⭐ 2.3K) - An easy to use, self-service open BI reporting and BI dashboard platform. Apache-2

GitHub (👨‍💻 30 · 🔀 970 · 📋 560 - 13% open · ⏱️ 22.09.2019):
```
 git clone https://github.com/TuiQiao/CBoard
```
Dockerhub (📥 3.5K · ⭐ 4 · ⏱️ 18.10.2017):
```
 docker pull peterzhang921/cboard
```

Meltano (🥉15 · ⭐ 320) - Convention-over-configuration product for the whole data lifecycle, all the way from.. MIT

PyPi (📥 1.8K / month · ⏱️ 23.01.2020):
```
 pip install meltano
```
Dockerhub (📥 320K · ⭐ 4 · ⏱️ 23.01.2020):
```
 docker pull meltano/meltano
```

Job Scheduler & Pipelines

Platforms and tools to schedule, orchestrate, and monitor jobs for workflow automation and data pipeline tasks.

Airflow (🥇35 · ⭐ 15K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2

GitHub (👨‍💻 1.3K · 🔀 5.8K · 📥 400 · 📦 720 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/airflow
```
PyPi (📥 470K / month · 📦 290 · ⏱️ 24.12.2019):
```
 pip install apache-airflow
```
Conda:
```
 conda install -c conda-forge airflow
```
Dockerhub (📥 330K · ⭐ 80 · ⏱️ 24.01.2020):
```
 docker pull apache/airflow
```

luigi (🥇33 · ⭐ 13K) - Luigi is a Python module that helps you build complex pipelines of batch jobs. It.. Apache-2

GitHub (👨‍💻 530 · 🔀 2.1K · 📦 970 · 📋 830 - 6% open · ⏱️ 16.01.2020):
```
 git clone https://github.com/spotify/luigi
```
PyPi (📥 170K / month · 📦 680 · ⏱️ 02.01.2020):
```
 pip install luigi
```
Conda (⏱️ 17.12.2019):
```
 conda install -c anaconda luigi
```

argo (🥈25 · ⭐ 4.5K) - Argo Workflows: Get stuff done with Kubernetes. Apache-2

GitHub (👨‍💻 160 · 🔀 700 · 📥 270K · 📋 1.2K - 28% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/argoproj/argo
```
Dockerhub (📥 1.5M · ⭐ 1 · ⏱️ 16.12.2019):
```
 docker pull argoproj/argoui
```

Kubeflow Pipelines (🥈25 · ⭐ 1.4K) - Machine Learning Pipelines for Kubeflow. Apache-2

GitHub (👨‍💻 110 · 🔀 410 · 📋 1.1K - 33% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/kubeflow/pipelines
```
PyPi (📥 17K / month · 📦 4 · ⏱️ 20.01.2020):
```
 pip install kfp
```

Genie (🥈25 · ⭐ 1.3K) - Distributed Big Data Orchestration Service. Apache-2

GitHub (👨‍💻 30 · 🔀 290 · 📋 160 - 0% open · ⏱️ 15.01.2020):
```
 git clone https://github.com/Netflix/genie
```
PyPi (📥 52K / month · 📦 5 · ⏱️ 09.12.2019):
```
 pip install nflx-genie-client
```
Dockerhub (📥 7.1K · ⭐ 3 · ⏱️ 15.01.2020):
```
 docker pull netflixoss/genie-app
```

Maven (⏱️ 25.10.2018):

 <dependency>
 	<groupId>com.netflix.genie</groupId>
 	<artifactId>genie-common</artifactId>
 	<version>[VERSION]</version>
 </dependency>

n8n.io (🥈24 · ⭐ 6K) - Free and open node based Workflow Automation Tool. Easily automate tasks across.. Apache-2

GitHub (👨‍💻 35 · 🔀 340 · 📦 1 · 📋 110 - 39% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/n8n-io/n8n
```
NPM (📥 3.1K / month · ⏱️ 19.01.2020):
```
 npm install n8n
```
Dockerhub (📥 330K · ⭐ 11 · ⏱️ 19.01.2020):
```
 docker pull n8nio/n8n
```

Cadence (🥈24 · ⭐ 3.3K) - Cadence is a distributed, scalable, durable, and highly available orchestration.. MIT

GitHub (👨‍💻 57 · 🔀 270 · 📥 7.5K · 📋 1.1K - 28% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/uber/cadence
```
Dockerhub (📥 670K · ⭐ 2 · ⏱️ 24.01.2020):
```
 docker pull ubercadence/server
```

Maven (📦 2 · ⏱️ 06.08.2018):

 <dependency>
 	<groupId>com.uber.cadence</groupId>
 	<artifactId>cadence-client</artifactId>
 	<version>[VERSION]</version>
 </dependency>

dkron (🥉23 · ⭐ 2.1K) - Dkron - Distributed, fault tolerant job scheduling system https://dkron.io. ❗️LGPL-3.0

GitHub (👨‍💻 43 · 🔀 200 · 📥 260K · 📋 330 - 7% open · ⏱️ 04.01.2020):
```
 git clone https://github.com/distribworks/dkron
```
Dockerhub (📥 480K · ⭐ 11 · ⏱️ 04.01.2020):
```
 docker pull dkron/dkron
```

Dolphin Scheduler (🥉22 · ⭐ 3.4K) - Dolphin Scheduler is a distributed and easy-to-expand visual DAG.. Apache-2

GitHub (👨‍💻 72 · 🔀 1K · 📥 5.6K · 📋 730 - 44% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/incubator-dolphinscheduler
```

Oozie (🥉22 · ⭐ 540) - Server-based workflow scheduling system to manage Hadoop jobs. Apache-2

GitHub (👨‍💻 36 · 🔀 380 · 📦 270 · ⏱️ 18.01.2020):
```
 git clone https://github.com/apache/oozie
```

Maven (📦 170 · ⏱️ 02.12.2016):

 <dependency>
 	<groupId>org.apache.oozie</groupId>
 	<artifactId>oozie-client</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Azkaban (🥉21 · ⭐ 3K) - Batch workflow job scheduler created at LinkedIn to run Hadoop jobs. Apache-2

GitHub (👨‍💻 120 · 🔀 1.2K · 📥 960 · 📋 1K - 63% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/azkaban/azkaban
```

Ofelia (🥉19 · ⭐ 1.2K) - A docker job scheduler (aka. crontab for docker). MIT

GitHub (👨‍💻 16 · 🔀 87 · 📥 8.4K · 📋 69 - 62% open · ⏱️ 06.01.2020):
```
 git clone https://github.com/mcuadros/ofelia
```
Dockerhub (📥 2.7M · ⭐ 15 · ⏱️ 06.01.2020):
```
 docker pull mcuadros/ofelia
```

Aurora (🥉16 · ⭐ 620) - Apache Aurora - A Mesos framework for long-running services, cron jobs, and ad-.. Apache-2

GitHub (👨‍💻 140 · 🔀 220 · 📋 36 - 30% open · ⏱️ 13.01.2020):
```
 git clone https://github.com/apache/aurora
```

Flotilla (🥉11 · ⭐ 140) - Self-service framework for defining and executing containerized jobs. Apache-2

GitHub (👨‍💻 9 · 🔀 7 · 📋 51 - 37% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/stitchfix/flotilla-os
```

Data Integration & Ingestion

Tools to integrate and ingest data from a variety of data sources. This includes query engines, ETL tools, data pipeline software, and command-line database clients.

Prisma (🥇35 · ⭐ 17K) - Database Tools incl. ORM, Migrations and Admin UI (Postgres, MySQL & MongoDB). Apache-2

GitHub (👨‍💻 250 · 🔀 910 · 📦 6.1K · 📋 3.4K - 18% open · ⏱️ 17.01.2020):
```
 git clone https://github.com/prisma/prisma
```
NPM (📥 120K / month · 📦 490 · ⏱️ 14.06.2019):
```
 npm install prisma-client-lib
```
Dockerhub (📥 20M · ⭐ 74 · ⏱️ 11.11.2019):
```
 docker pull prismagraphql/prisma
```

Presto (🥇33 · ⭐ 10K) - High performance, distributed SQL query engine for a variety of data sources. Apache-2

GitHub (👨‍💻 460 · 🔀 3.5K · 📦 1 · 📋 4.1K - 23% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/prestodb/presto
```
PyPi (📥 270K / month · ⏱️ 16.04.2019):
```
 pip install presto-python-client
```
NPM (📥 2.4K / month · 📦 30 · ⏱️ 07.01.2020):
```
 npm install presto-client
```
Dockerhub (📥 110K · ⭐ 12 · ⏱️ 23.01.2020):
```
 docker pull prestosql/presto
```

Maven (📦 360 · ⏱️ 22.02.2019):

 <dependency>
 	<groupId>com.facebook.presto</groupId>
 	<artifactId>presto-spi</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Hive (🥇33 · ⭐ 3K) - Data warehouse software facilitates reading, writing, and managing large datasets.. Apache-2

GitHub (👨‍💻 350 · 🔀 2.8K · 📦 9 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/hive
```
PyPi (📥 1M / month · 📦 810 · ⏱️ 10.09.2018):
```
 pip install pyhive
```

Maven (📦 1.1K · ⏱️ 23.07.2018):

 <dependency>
 	<groupId>org.apache.hive</groupId>
 	<artifactId>hive-common</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Impala (🥈30 · ⭐ 2.3K · 💤) - Lightning-fast, distributed SQL queries for petabytes of data stored in.. Apache-2

GitHub (👨‍💻 170 · 🔀 810 · ⏱️ 26.06.2019):
```
 git clone https://github.com/cloudera/Impala
```
PyPi (📥 92K / month · 📦 540 · ⏱️ 21.11.2019):
```
 pip install impyla
```

TinkerPop Gremlin (🥈30 · ⭐ 1K) - Apache TinkerPop - a graph computing framework. Apache-2

GitHub (👨‍💻 150 · 🔀 520 · 📦 210 · ⏱️ 23.01.2020):
```
 git clone https://github.com/apache/tinkerpop
```
PyPi (📥 110K / month · 📦 150 · ⏱️ 09.08.2019):
```
 pip install gremlinpython
```
NPM (📥 13K / month · 📦 100 · ⏱️ 09.08.2019):
```
 npm install gremlin
```

Maven (📦 230 · ⏱️ 08.05.2018):

 <dependency>
 	<groupId>org.apache.tinkerpop</groupId>
 	<artifactId>gremlin-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Alluxio (🥈29 · ⭐ 4.5K) - Alluxio, data orchestration for analytics and machine learning in the cloud. Apache-2

GitHub (👨‍💻 1.2K · 🔀 2.3K · 📥 20K · 📦 1 · 📋 670 - 42% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/Alluxio/alluxio
```
PyPi (📥 61 / month · ⏱️ 07.09.2017):
```
 pip install alluxio
```
Dockerhub (📥 550K · ⭐ 3 · ⏱️ 24.01.2020):
```
 docker pull alluxio/alluxio
```

Maven (📦 38 · ⏱️ 27.03.2018):

 <dependency>
 	<groupId>org.alluxio</groupId>
 	<artifactId>alluxio-core-client-fs</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Apache NiFi (🥈29 · ⭐ 2K) - Integrated data logistics platform for automating the movement of data.. Apache-2

GitHub (👨‍💻 370 · 🔀 1.6K · ⏱️ 23.01.2020):
```
 git clone https://github.com/apache/nifi
```
Dockerhub (📥 1.3M · ⭐ 150 · ⏱️ 05.11.2019):
```
 docker pull apache/nifi
```

Maven (📦 210 · ⏱️ 23.10.2018):

 <dependency>
 	<groupId>org.apache.nifi</groupId>
 	<artifactId>nifi-api</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Camel (🥈28 · ⭐ 3.1K) - Integration framework that empowers you to easily integrate various systems.. Apache-2

GitHub (👨‍💻 810 · 🔀 3.9K · 📦 8 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/camel
```

Maven (📦 6.9K · ⏱️ 24.11.2018):

 <dependency>
 	<groupId>org.apache.camel</groupId>
 	<artifactId>camel-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Tika (🥈27 · ⭐ 970) - Toolkit for detecting and extracting metadata and structured text content from.. Apache-2

GitHub (👨‍💻 100 · 🔀 500 · 📦 96 · ⏱️ 17.01.2020):
```
 git clone https://github.com/apache/tika
```
PyPi (📥 33K / month · 📦 160 · ⏱️ 09.11.2019):
```
 pip install tika
```
NPM (📥 900 / month · 📦 28 · ⏱️ 22.02.2017):
```
 npm install tika
```
Dockerhub (📥 1.2M · ⭐ 26 · ⏱️ 11.01.2020):
```
 docker pull logicalspark/docker-tikaserver
```

Maven (📦 2.7K · ⏱️ 20.04.2018):

 <dependency>
 	<groupId>org.apache.tika</groupId>
 	<artifactId>tika-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Drill (🥉26 · ⭐ 1.3K) - Schema-free SQL Query Engine for Hadoop, NoSQL and Cloud Storage. Apache-2

GitHub (👨‍💻 170 · 🔀 780 · 📦 14 · ⏱️ 23.01.2020):
```
 git clone https://github.com/apache/drill
```
PyPi (📥 1.5K / month · 📦 3 · ⏱️ 24.04.2018):
```
 pip install pydrill
```
Dockerhub (📥 35K · ⭐ 9 · ⏱️ 26.12.2019):
```
 docker pull drill/apache-drill
```

Maven (📦 38 · ⏱️ 24.12.2018):

 <dependency>
 	<groupId>org.apache.drill</groupId>
 	<artifactId>drill-common</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Dagster (🥉25 · ⭐ 1.2K) - A Python library for building data applications: ETL, ML, Data Pipelines, and.. Apache-2

GitHub (👨‍💻 49 · 🔀 110 · 📦 64 · 📋 1.1K - 26% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/dagster-io/dagster
```
PyPi (📥 6.4K / month · 📦 4 · ⏱️ 14.01.2020):
```
 pip install dagster
```

Calcite (🥉24 · ⭐ 1.7K) - Framework for building databases and data management systems. Includes a SQL.. Apache-2

GitHub (👨‍💻 290 · 🔀 990 · ⏱️ 23.01.2020):
```
 git clone https://github.com/apache/calcite
```

Maven (📦 500 · ⏱️ 16.07.2018):

 <dependency>
 	<groupId>org.apache.calcite</groupId>
 	<artifactId>calcite-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Embulk (🥉24 · ⭐ 1.4K) - Parallel bulk data loader that helps data transfer between various storages,.. Apache-2

GitHub (👨‍💻 49 · 🔀 160 · 📥 110K · 📋 420 - 39% open · ⏱️ 24.12.2019):
```
 git clone https://github.com/embulk/embulk
```

Data Collector (🥉24 · ⭐ 970) - StreamSets Data Collector - Continuous big data and cloud platform ingest.. Apache-2

GitHub (👨‍💻 97 · 🔀 480 · ⏱️ 24.01.2020):

 git clone https://github.com/streamsets/datacollector

PyPi (📥 260 / month · ⏱️ 25.10.2019):
```
 pip install streamsets
```
Dockerhub (📥 2.2M · ⭐ 57 · ⏱️ 24.01.2020):
```
 docker pull streamsets/datacollector
```

Maven (📦 3 · ⏱️ 24.05.2018):

 <dependency>
 	<groupId>com.streamsets</groupId>
 	<artifactId>streamsets-datacollector</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Zenko (🥉22 · ⭐ 290) - Zenko is the open source multi-cloud data controller: own and keep control of your.. Apache-2

GitHub (👨‍💻 40 · 🔀 47 · 📥 310 · 📋 44 - 25% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/scality/Zenko
```
Dockerhub (📥 3.6M · ⭐ 11 · ⏱️ 17.01.2020):
```
 docker pull zenko/cloudserver
```

Gobblin (🥉21 · ⭐ 1.7K) - Gobblin is a distributed big data integration framework (ingestion,.. Apache-2

GitHub (👨‍💻 140 · 🔀 600 · 📥 120K · ⏱️ 17.01.2020):
```
 git clone https://github.com/apache/incubator-gobblin
```

Maven (⏱️ 20.06.2018):

 <dependency>
 	<groupId>org.apache.gobblin</groupId>
 	<artifactId>gobblin-api</artifactId>
 	<version>[VERSION]</version>
 </dependency>

s4cmd (🥉21 · ⭐ 960 · 💤) - Super S3 command line tool. Apache-2

GitHub (👨‍💻 30 · 🔀 160 · 📦 2 · 📋 110 - 58% open · ⏱️ 03.04.2019):
```
 git clone https://github.com/bloomreach/s4cmd
```
PyPi (📥 11K / month · 📦 7 · ⏱️ 13.08.2018):
```
 pip install s4cmd
```

Pentaho Kettle (🥉20 · ⭐ 3.6K) - Pentaho Data Integration ( ETL ) a.k.a Kettle. Apache-2

GitHub (👨‍💻 350 · 🔀 2.1K · ⏱️ 24.01.2020):
```
 git clone https://github.com/pentaho/pentaho-kettle
```

Delta Lake (🥉19 · ⭐ 2.1K) - An open-source storage layer that brings scalable, ACID transactions to.. Apache-2

GitHub (👨‍💻 55 · 🔀 420 · 📋 190 - 45% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/delta-io/delta
```

Maven:

 <dependency>
 	<groupId>io.delta</groupId>
 	<artifactId>delta-core_2.11</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Sqoop (🥉18 · ⭐ 670) - Sqoop allows easy imports and exports of data sets between databases and HDFS. Apache-2

GitHub (👨‍💻 39 · 🔀 450 · ⏱️ 16.10.2019):
```
 git clone https://github.com/apache/sqoop
```
PyPi (📥 220 / month · ⏱️ 26.11.2019):
```
 pip install pysqoop
```

Amundsen (🥉16 · ⭐ 590) - Metadata driven application for improving the productivity of data engineers.. Apache-2

GitHub (👨‍💻 24 · 🔀 99 · 📋 110 - 63% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/lyft/amundsen
```

Dockerhub (📥 19K · ⏱️ 20.12.2019):

 docker pull amundsendev/amundsen-search

Show 1 hidden projects...

s3cmd (🥉23 · ⭐ 3.2K) - Official s3cmd repo -- Command line tool for managing Amazon S3 and CloudFront.. ❗️GPL-2.0

GitHub (👨‍💻 180 · 🔀 740 · 📥 2.7M · 📋 700 - 41% open · ⏱️ 18.12.2019):
```
 git clone https://github.com/s3tools/s3cmd
```

Data Batch & Stream Processing

Frameworks and computing-engines for large-scale (distributed) data batch- and stream-processing.

Spark (🥇36 · ⭐ 25K) - Unified analytics engine for big data processing, with built-in modules for.. Apache-2

GitHub (👨‍💻 2.2K · 🔀 21K · 📦 280 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/spark
```
PyPi (📥 2.7M / month · 📦 760 · ⏱️ 07.05.2019):
```
 pip install pyspark
```
Dockerhub (📥 170K · ⭐ 32 · ⏱️ 30.09.2019):
```
 docker pull bde2020/spark-master
```

Maven (📦 120 · ⏱️ 29.10.2018):

 <dependency>
 	<groupId>org.apache.spark</groupId>
 	<artifactId>spark-catalyst_2.11</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Flink (🥇34 · ⭐ 12K) - Stream processing framework with powerful stream- and batch-processing capabilities. Apache-2

GitHub (👨‍💻 900 · 🔀 6.2K · 📦 120 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/flink
```
Dockerhub (📥 50M · ⭐ 140 · ⏱️ 23.01.2020):
```
 docker pull flink
```

Maven (📦 530 · ⏱️ 30.09.2019):

 <dependency>
 	<groupId>org.apache.flink</groupId>
 	<artifactId>flink-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Beam (🥈33 · ⭐ 3.7K) - Unified programming model to define and execute data processing pipelines,.. Apache-2

GitHub (👨‍💻 740 · 🔀 2.2K · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/beam
```
PyPi (📥 2.6M / month · 📦 190 · ⏱️ 23.01.2020):
```
 pip install apache-beam
```

Maven (📦 360 · ⏱️ 17.12.2019):

 <dependency>
 	<groupId>org.apache.beam</groupId>
 	<artifactId>beam-sdks-java-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Storm (🥈32 · ⭐ 6.1K) - Distributed real-time computational system for processing data streams. Apache-2

GitHub (👨‍💻 480 · 🔀 4K · 📦 3 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/storm
```
Dockerhub (📥 3.2M · ⭐ 120 · ⏱️ 23.01.2020):
```
 docker pull storm
```

Maven (📦 3.9K · ⏱️ 29.04.2019):

 <dependency>
 	<groupId>org.apache.storm</groupId>
 	<artifactId>storm-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Kafka (🥈29 · ⭐ 15K) - Distributed streaming platform that is used to build real time streaming data.. Apache-2

GitHub (👨‍💻 780 · 🔀 7.7K · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/kafka
```
PyPi (📥 260K / month · 📦 350 · ⏱️ 07.10.2017):
```
 pip install kafka
```
Dockerhub (📥 20M · ⭐ 100 · ⏱️ 24.01.2020):
```
 docker pull bitnami/kafka
```

Maven (📦 52 · ⏱️ 22.11.2013):

 <dependency>
 	<groupId>org.apache.kafka</groupId>
 	<artifactId>kafka</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Hadoop (🥈29 · ⭐ 10K) - Framework that allows for the distributed processing of large data sets across.. Apache-2

GitHub (👨‍💻 420 · 🔀 6.2K · 📦 62 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/hadoop
```

Maven (📦 12K · ⏱️ 02.08.2018):

 <dependency>
 	<groupId>org.apache.hadoop</groupId>
 	<artifactId>hadoop-common</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Heron (🥈23 · ⭐ 3.4K) - Apache Heron (Incubating) is a realtime, distributed, fault-tolerant stream.. Apache-2

GitHub (👨‍💻 130 · 🔀 600 · 📥 58K · 📋 940 - 40% open · ⏱️ 17.01.2020):
```
 git clone https://github.com/apache/incubator-heron
```
Dockerhub (📥 160K · ⭐ 2 · ⏱️ 01.04.2018):
```
 docker pull heron/heron
```

Hazelcast Jet (🥈23 · ⭐ 400) - Distributed stream and batch processing engine, built on top of Hazelcast. Apache-2

GitHub (👨‍💻 32 · 🔀 110 · 📥 13 · 📦 140 · 📋 530 - 14% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/hazelcast/hazelcast-jet
```
Dockerhub (📥 8.7K · ⭐ 2 · ⏱️ 24.01.2020):
```
 docker pull hazelcast/hazelcast-jet
```

Maven (📦 12 · ⏱️ 14.06.2017):

 <dependency>
 	<groupId>com.hazelcast.jet</groupId>
 	<artifactId>hazelcast-jet</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Vespa (🥉22 · ⭐ 3.1K) - Vespa is an engine for low-latency computation over large data sets. Apache-2

GitHub (👨‍💻 86 · 🔀 360 · 📦 1 · 📋 310 - 28% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/vespa-engine/vespa
```
Dockerhub (📥 510K · ⭐ 5 · ⏱️ 24.01.2020):
```
 docker pull vespaengine/vespa
```

Flume (🥉22 · ⭐ 1.9K) - Service for efficiently collecting, aggregating, and moving large amounts of log.. Apache-2

GitHub (👨‍💻 68 · 🔀 1.3K · 📦 120 · ⏱️ 13.01.2020):
```
 git clone https://github.com/apache/flume
```

Maven (📦 1.4K · ⏱️ 15.09.2017):

 <dependency>
 	<groupId>org.apache.flume</groupId>
 	<artifactId>flume-ng-sdk</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Gearpump (🥉19 · ⭐ 730) - Lightweight real-time big data streaming engine over Akka. Apache-2

GitHub (👨‍💻 39 · 🔀 150 · 📥 3.7K · 📋 1.1K - 7% open · ⏱️ 01.12.2019):
```
 git clone https://github.com/gearpump/gearpump
```

Maven:

 <dependency>
 	<groupId>io.github.gearpump</groupId>
 	<artifactId>gearpump-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Brooklin (🥉19 · ⭐ 520) - An extensible distributed system for reliable nearline data streaming at scale. BSD-2

GitHub (👨‍💻 35 · 🔀 64 · 📥 850 · 📋 19 - 42% open · ⏱️ 22.11.2019):
```
 git clone https://github.com/linkedin/brooklin
```

Maven:

 <dependency>
 	<groupId>com.github.datastream</groupId>
 	<artifactId>datastream-client</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Wallaroo (🥉18 · ⭐ 1.4K) - Distributed Stream Processing. Apache-2

GitHub (👨‍💻 34 · 🔀 59 · 📋 1.8K - 19% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/WallarooLabs/wallaroo
```

kapacitor (🥉17 · ⭐ 1.9K) - Open source framework for processing, monitoring, and alerting on time series data. MIT

GitHub (👨‍💻 90 · 🔀 410 · 📋 1.6K - 42% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/influxdata/kapacitor
```

Samza (🥉17 · ⭐ 610) - Near-realtime, asynchronous computational framework for stream processing. Apache-2

GitHub (👨‍💻 170 · 🔀 250 · ⏱️ 23.01.2020):
```
 git clone https://github.com/apache/samza
```

Maven:

 <dependency>
 	<groupId>org.apache.samza</groupId>
 	<artifactId>samza-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Show 1 hidden projects...

Onyx (🥉15 · ⭐ 1.9K) - Distributed, masterless, high performance, fault tolerant data processing. ❗️EPL-1.0

GitHub (👨‍💻 62 · 🔀 200 · 📋 590 - 13% open · ⏱️ 31.08.2019):
```
 git clone https://github.com/onyx-platform/onyx
```

Data Labeling & Annotation

Tools to label and annotate any type of data (e.g. images, text, videos, and audio).

LabelImg (🥇26 · ⭐ 9.6K) - LabelImg is a graphical image annotation tool and label object bounding boxes in.. MIT

GitHub (👨‍💻 66 · 🔀 3.3K · 📦 53 · 📋 430 - 40% open · ⏱️ 10.01.2020):
```
 git clone https://github.com/tzutalin/labelImg
```
PyPi (📥 4.7K / month · 📦 9 · ⏱️ 26.05.2019):
```
 pip install labelImg
```

Labelme (🥇26 · ⭐ 4K) - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point.. ❗️GPL-3.0

GitHub (👨‍💻 38 · 🔀 1.3K · 📥 7K · 📦 47 · 📋 340 - 16% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/wkentaro/labelme
```
PyPi (📥 8.3K / month · 📦 8 · ⏱️ 14.01.2020):
```
 pip install labelme
```
Dockerhub (📥 1.1K · ⭐ 2 · ⏱️ 23.01.2020):
```
 docker pull wkentaro/labelme
```

doccano (🥈24 · ⭐ 2.3K) - Open source text annotation tool for machine learning practitioner. MIT

GitHub (👨‍💻 37 · 🔀 480 · 📋 340 - 16% open · ⏱️ 10.01.2020):
```
 git clone https://github.com/chakki-works/doccano
```
Dockerhub (📥 390K · ⭐ 8 · ⏱️ 29.11.2019):
```
 docker pull chakkiworks/doccano
```

VoTT (🥈20 · ⭐ 2.1K) - Visual Object Tagging Tool: An electron app for building end to end Object Detection.. MIT

GitHub (👨‍💻 13 · 🔀 450 · 📥 45K · 📋 390 - 42% open · ⏱️ 04.10.2019):
```
 git clone https://github.com/Microsoft/VoTT
```

CVAT (🥈19 · ⭐ 3.1K) - Powerful and efficient Computer Vision Annotation Tool (CVAT). MIT

GitHub (👨‍💻 53 · 🔀 710 · 📋 560 - 26% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/opencv/cvat
```

Label Studio (🥈19 · ⭐ 2.2K) - Label Studio is a multi-type data labeling and annotation tool with.. Apache-2

GitHub (👨‍💻 12 · 🔀 130 · 📥 3 · 📦 1 · 📋 60 - 33% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/heartexlabs/label-studio
```
PyPi (📥 630 / month · ⏱️ 23.01.2020):
```
 pip install label-studio
```
NPM (📥 250 / month · ⏱️ 10.01.2020):
```
 npm install label-studio
```
Dockerhub (📥 300 · ⏱️ 23.01.2020):
```
 docker pull heartexlabs/label-studio
```

PixelAnnotationTool (🥉17 · ⭐ 670) - Annotate quickly images. ❗️LGPL-3.0

GitHub (👨‍💻 7 · 🔀 170 · 📥 11K · 📋 42 - 38% open · ⏱️ 07.01.2020):
```
 git clone https://github.com/abreheret/PixelAnnotationTool
```

Semantic Segmentation Editor (🥉17 · ⭐ 520) - Web labeling tool for camera and LIDAR data. MIT

GitHub (👨‍💻 4 · 🔀 160 · 📋 71 - 21% open · ⏱️ 04.01.2020):

 git clone https://github.com/Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor

Dockerhub (📥 850 · ⭐ 6 · ⏱️ 30.07.2018):

 docker pull hitachiail/semantic-segmentation-editor

Labelbox (🥉15 · ⭐ 1.3K) - Labelbox is the fastest way to annotate data to build and ship computer vision.. Apache-2

GitHub (👨‍💻 15 · 🔀 190 · ⏱️ 26.11.2019):
```
 git clone https://github.com/Labelbox/Labelbox
```

LOST (🥉15 · ⭐ 280) - Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a.. MIT

GitHub (👨‍💻 5 · 🔀 39 · 📋 50 - 40% open · ⏱️ 17.10.2019):
```
 git clone https://github.com/l3p-cv/lost
```
Dockerhub (📥 550 · ⏱️ 17.10.2019):
```
 docker pull l3pcv/lost
```

ImgLab (🥉14 · ⭐ 570) - To speedup and simplify image labeling/ annotation process with multiple supported.. MIT

GitHub (👨‍💻 29 · 🔀 310 · 📋 100 - 28% open · ⏱️ 19.10.2019):
```
 git clone https://github.com/NaturalIntelligence/imglab
```

OpenLabeling (🥉14 · ⭐ 520) - Label images and video for Computer Vision applications. Apache-2

GitHub (👨‍💻 14 · 🔀 140 · 📋 34 - 26% open · ⏱️ 16.01.2020):
```
 git clone https://github.com/Cartucho/OpenLabeling
```

makesense.ai (🥉13 · ⭐ 930) - Free to use online tool for labelling photos. https://makesense.ai. ❗️GPL-3.0

GitHub (👨‍💻 8 · 🔀 100 · 📋 30 - 50% open · ⏱️ 08.01.2020):
```
 git clone https://github.com/SkalskiP/make-sense
```

Show 2 hidden projects...

jupyter-innotater (🥉12 · ⭐ 44) - Inline data annotator for Jupyter notebooks. MIT

GitHub (👨‍💻 1 · 🔀 4 · 📋 10 - 40% open · ⏱️ 06.01.2020):
```
 git clone https://github.com/ideonate/jupyter-innotater
```
PyPi (📥 69 / month · ⏱️ 29.07.2019):
```
 pip install jupyter_innotater
```

superintendent (🥉9 · ⭐ 85) - Practical active learning in python. ❗️Unlicensed

GitHub (👨‍💻 6 · 🔀 9 · 📦 3 · 📋 15 - 26% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/janfreyberg/superintendent
```

Data Visualization & Exploration

GUI tools to visualize, explore, and analyze data.

Grafana (🥇33 · ⭐ 34K) - The tool for beautiful monitoring and metric analytics & dashboards for.. Apache-2

GitHub (👨‍💻 1.2K · 🔀 6.4K · 📦 7 · 📋 15K - 16% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/grafana/grafana
```
Dockerhub (📥 720M · ⭐ 1.3K · ⏱️ 24.01.2020):
```
 docker pull grafana/grafana
```

Kibana (🥇31 · ⭐ 15K) - Your window into the Elastic Stack. Apache-2

GitHub (👨‍💻 520 · 🔀 5.4K · 📦 5 · 📋 22K - 27% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/elastic/kibana
```
Dockerhub (📥 76M · ⭐ 1.7K · ⏱️ 23.01.2020):
```
 docker pull kibana
```

Orange (🥈27 · ⭐ 2.1K) - Orange: Interactive data analysis https://orange.biolab.si. ❗️GPL-3.0

GitHub (👨‍💻 99 · 🔀 580 · 📥 140 · 📦 250 · 📋 1.4K - 5% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/biolab/orange3
```
PyPi (📥 4.8K / month · 📦 110 · ⏱️ 20.12.2019):
```
 pip install orange3
```
Conda (⏱️ 16.10.2019):
```
 conda install -c anaconda orange3
```

Gephi (🥈25 · ⭐ 3.6K) - Gephi - The Open Graph Viz Platform. ❗️GPL-3.0

GitHub (👨‍💻 81 · 🔀 1.3K · 📥 1.8M · 📦 20 · 📋 2K - 23% open · ⏱️ 13.01.2020):
```
 git clone https://github.com/gephi/gephi
```

Maven (📦 12 · ⏱️ 14.02.2016):

 <dependency>
 	<groupId>org.gephi</groupId>
 	<artifactId>project-api</artifactId>
 	<version>[VERSION]</version>
 </dependency>

CARTO (🥈25 · ⭐ 2.3K) - Location Intelligence & Data Visualization tool. BSD-3

GitHub (👨‍💻 180 · 🔀 620 · 📋 8.5K - 1% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/CartoDB/cartodb
```
Dockerhub (📥 31K · ⭐ 37 · ⏱️ 07.11.2019):
```
 docker pull sverhoeven/cartodb
```

SandDance (🥉21 · ⭐ 4K) - Visually explore, understand, and present your data. MIT

GitHub (👨‍💻 8 · 🔀 260 · 📋 90 - 51% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/microsoft/SandDance
```
NPM (📥 390 / month · 📦 6 · ⏱️ 09.01.2020):
```
 npm install @msrvida/sanddance
```

Facette (🥉19 · ⭐ 1.1K) - Time series data visualization software. BSD-3

GitHub (👨‍💻 30 · 🔀 76 · 📥 5.9K · 📋 350 - 10% open · ⏱️ 20.11.2019):
```
 git clone https://github.com/facette/facette
```

Voyager 2 (🥉19 · ⭐ 920 · 💤) - Visualization Tool for Data Exploration. BSD-3

GitHub (👨‍💻 16 · 🔀 110 · 📦 24 · 📋 450 - 18% open · ⏱️ 18.05.2019):
```
 git clone https://github.com/vega/voyager
```
NPM (📥 250 / month · 📦 12 · ⏱️ 06.07.2018):
```
 npm install datavoyager
```

ParaView (🥉19 · ⭐ 580) - VTK-based Data Analysis and Visualization Application. BSD-3

GitHub (👨‍💻 270 · 🔀 260 · ⏱️ 24.01.2020):
```
 git clone https://github.com/Kitware/ParaView
```

Datawrapper (🥉18 · ⭐ 1K) - An open source data visualization platform helping everyone to create simple,.. MIT

GitHub (👨‍💻 47 · 🔀 240 · ⏱️ 23.01.2020):

 git clone https://github.com/datawrapper/datawrapper

Falcon (🥉17 · ⭐ 410) - Brushing and linking for big data. BSD-3

GitHub (👨‍💻 5 · 🔀 23 · 📋 98 - 9% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/uwdata/falcon
```
NPM (📥 82 / month · ⏱️ 29.08.2019):
```
 npm install falcon-vis
```

Banana (🥉16 · ⭐ 640) - Banana for Solr - A Port of Kibana. Apache-2

GitHub (👨‍💻 44 · 🔀 220 · 📋 150 - 67% open · ⏱️ 13.11.2019):
```
 git clone https://github.com/LucidWorks/banana
```

Papaya (🥉15 · ⭐ 340 · 💤) - A pure JavaScript medical research image viewer. BSD-3

GitHub (👨‍💻 10 · 🔀 130 · 📋 170 - 20% open · ⏱️ 05.05.2019):
```
 git clone https://github.com/rii-mango/Papaya
```
NPM (📥 190 / month · ⏱️ 05.05.2019):
```
 npm install papaya-viewer
```

Dex (🥉13 · ⭐ 1.2K · 💤) - Dex : The Data Explorer -- A data visualization tool written in.. Apache-2

GitHub (👨‍💻 1 · 🔀 300 · 📋 13 - 23% open · ⏱️ 12.02.2019):
```
 git clone https://github.com/PatMartin/Dex
```

Show 3 hidden projects...

Visdom (🥈26 · ⭐ 7K) - A flexible tool for creating, organizing, and sharing visualizations of.. ❗️CC-BY-NC-4.0

GitHub (👨‍💻 95 · 🔀 840 · 📦 1.7K · 📋 450 - 12% open · ⏱️ 12.12.2019):
```
 git clone https://github.com/facebookresearch/visdom
```
PyPi (📥 26K / month · 📦 410 · ⏱️ 12.09.2019):
```
 pip install visdom
```

Chronograf (🥈26 · ⭐ 1.2K) - Open source monitoring and visualization UI for the TICK stack. ❗️AGPL-3.0

GitHub (👨‍💻 79 · 🔀 200 · 📋 3.1K - 1% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/influxdata/chronograf
```
Dockerhub (📥 71M · ⭐ 190 · ⏱️ 24.01.2020):
```
 docker pull chronograf
```

Bumblebee (🥉11 · ⭐ 47) - An agnostic data profiling GUI to make your data science tasks easier. Apache-2

GitHub (👨‍💻 5 · 🔀 6 · 📦 2 · 📋 11 - 54% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/ironmussa/bumblebee
```
Dockerhub (📥 10 · ⏱️ 10.12.2019):
```
 docker pull ironmussa/bumblebee
```

Model Visualization

Tools to visualize, explore, and understand neural networks and other machine learning models.

Netron (🥇23 · ⭐ 7.8K) - Visualizer for neural network, deep learning and machine learning models. MIT

GitHub (👨‍💻 2 · 🔀 950 · 📥 41K · 📋 380 - 2% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/lutzroeder/netron
```
PyPi (📥 1.6K / month · 📦 4 · ⏱️ 21.01.2020):
```
 pip install netron
```

TensorSpace.js (🥈19 · ⭐ 4.1K · 💤) - Neural network 3D visualization framework, build interactive and.. Apache-2

GitHub (👨‍💻 10 · 🔀 360 · 📦 10 · 📋 200 - 12% open · ⏱️ 21.04.2019):
```
 git clone https://github.com/tensorspace-team/tensorspace
```
NPM (📥 140 / month · 📦 1 · ⏱️ 02.04.2019):
```
 npm install tensorspace
```

Netwulf (🥈18 · ⭐ 180) - Interactive visualization of networks based on Ulf Aslak's d3 web app. MIT

GitHub (👨‍💻 5 · 🔀 16 · 📦 6 · 📋 32 - 25% open · ⏱️ 17.01.2020):
```
 git clone https://github.com/benmaier/netwulf
```
PyPi (📥 190 / month · ⏱️ 09.09.2019):
```
 pip install netwulf
```

PlotNeuralNet (🥉16 · ⭐ 7.5K) - Latex code for making neural networks diagrams. MIT

GitHub (👨‍💻 9 · 🔀 1K · 📋 78 - 53% open · ⏱️ 17.01.2020):
```
 git clone https://github.com/HarisIqbal88/PlotNeuralNet
```

BertViz (🥉15 · ⭐ 1.3K) - Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert,.. Apache-2

GitHub (👨‍💻 3 · 🔀 230 · 📋 30 - 43% open · ⏱️ 02.12.2019):
```
 git clone https://github.com/jessevig/bertviz
```

GANDissect (🥉13 · ⭐ 1.5K · 💤) - Pytorch-based tools for visualizing and understanding the neurons of a GAN... MIT

GitHub (👨‍💻 3 · 🔀 220 · 📋 13 - 46% open · ⏱️ 11.03.2019):
```
 git clone https://github.com/CSAILVision/gandissect
```

exBERT (🥉10 · ⭐ 190 · 🐣) - A Visual Analysis Tool to Explore Learned Representations in Transformers.. Apache-2

GitHub (👨‍💻 3 · 🔀 21 · 📋 4 - 75% open · ⏱️ 15.10.2019):
```
 git clone https://github.com/bhoov/exbert
```

Show 1 hidden projects...

Fabrik (🥉14 · ⭐ 1K · 💀) - Collaboratively build, visualize, and design neural nets in browser. ❗️GPL-3.0

GitHub (👨‍💻 45 · 🔀 240 · 📋 130 - 30% open · ⏱️ 12.12.2018):
```
 git clone https://github.com/Cloud-CV/Fabrik
```

Model Deployment

Tools and platforms to deploy, run, and serve machine learning models.

TensorFlow.js (🥇31 · ⭐ 13K) - A WebGL accelerated JavaScript library for training and deploying ML models. Apache-2

GitHub (👨‍💻 220 · 🔀 1K · 📥 12 · 📦 6.3K · 📋 1.9K - 25% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/tensorflow/tfjs
```
NPM (📥 52K / month · 📦 1.3K · ⏱️ 20.12.2019):
```
 npm install @tensorflow/tfjs
```

TensorFlow Serving (🥇30 · ⭐ 4.2K) - A flexible, high-performance serving system for machine learning.. Apache-2

GitHub (👨‍💻 150 · 🔀 1.6K · 📋 1.1K - 5% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/tensorflow/serving
```
PyPi (📥 1.7M / month · 📦 86 · ⏱️ 14.01.2020):
```
 pip install tensorflow-serving-api
```
Dockerhub (📥 9.9M · ⭐ 73 · ⏱️ 24.01.2020):
```
 docker pull tensorflow/serving
```

ONNX Runtime (🥇28 · ⭐ 1.7K) - ONNX Runtime: cross-platform, high performance scoring engine for ML models. MIT

GitHub (👨‍💻 130 · 🔀 360 · 📥 6.4K · 📦 150 · 📋 710 - 20% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/microsoft/onnxruntime
```
PyPi (📥 65K / month · 📦 33 · ⏱️ 23.01.2020):
```
 pip install onnxruntime
```
Dockerhub (📥 1K · ⭐ 7 · ⏱️ 20.12.2019):
```
 docker pull onnx/onnx-ecosystem
```

Seldon (🥈27 · ⭐ 1.4K) - Machine Learning Deployment for Kubernetes. Apache-2

GitHub (👨‍💻 73 · 🔀 280 · 📋 700 - 13% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/SeldonIO/seldon-core
```
PyPi (📥 4.7K / month · 📦 13 · ⏱️ 15.01.2020):
```
 pip install seldon-core
```

Dockerhub (📥 1.8M · ⏱️ 24.01.2020):

 docker pull seldonio/seldon-core-operator

plaidML (🥈26 · ⭐ 2.8K) - PlaidML is a framework for making deep learning work everywhere. Apache-2

GitHub (👨‍💻 39 · 🔀 270 · 📥 240 · 📋 350 - 35% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/plaidml/plaidml
```
PyPi (📥 36K / month · 📦 22 · ⏱️ 17.01.2020):
```
 pip install plaidml-keras
```

MLeap (🥈25 · ⭐ 1K) - MLeap: Deploy Spark Pipelines to Production. Apache-2

GitHub (👨‍💻 58 · 🔀 240 · 📦 62 · 📋 350 - 26% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/combust/mleap
```
PyPi (📥 270K / month · 📦 15 · ⏱️ 09.10.2017):
```
 pip install mleap
```
Dockerhub (📥 15K · ⭐ 5 · ⏱️ 23.01.2020):
```
 docker pull combustml/mleap-serving
```

Maven (⏱️ 10.09.2018):

 <dependency>
 	<groupId>ml.combust.mleap</groupId>
 	<artifactId>mleap-base_2.11</artifactId>
 	<version>[VERSION]</version>
 </dependency>

MXNet Model Server (🥈22 · ⭐ 580) - Multi Model Server is a tool for serving neural net models for.. Apache-2

GitHub (👨‍💻 54 · 🔀 160 · 📋 330 - 7% open · ⏱️ 08.01.2020):
```
 git clone https://github.com/awslabs/mxnet-model-server
```
PyPi (📥 3.5K / month · 📦 2 · ⏱️ 14.11.2019):
```
 pip install mxnet-model-server
```

Dockerhub (📥 33K · ⭐ 4 · ⏱️ 04.12.2019):

 docker pull awsdeeplearningteam/mxnet-model-server

KFServing (🥈22 · ⭐ 300) - Serverless Inferencing on Kubernetes. Apache-2

GitHub (👨‍💻 34 · 🔀 100 · 📥 37 · 📦 9 · 📋 270 - 36% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/kubeflow/kfserving
```
PyPi (📥 1.5K / month · 📦 6 · ⏱️ 27.11.2019):
```
 pip install kfserving
```

DeepDetect (🥈21 · ⭐ 2K) - Deep Learning API and Server in C++11 support for Caffe, Caffe2,.. ❗️GPL-3.0

GitHub (👨‍💻 25 · 🔀 490 · 📋 370 - 19% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/jolibrain/deepdetect
```
Dockerhub (📥 28K · ⏱️ 23.01.2020):
```
 docker pull jolibrain/deepdetect_cpu
```

PipelineAI (🥉20 · ⭐ 3.9K) - PipelineAI Kubeflow Distribution. Apache-2

GitHub (👨‍💻 13 · 🔀 950 · 📋 250 - 0% open · ⏱️ 12.01.2020):
```
 git clone https://github.com/PipelineAI/pipeline
```
PyPi (📥 2.4K / month · ⏱️ 17.05.2019):
```
 pip install cli-pipeline
```

OpenPAI (🥉20 · ⭐ 1.6K) - Resource scheduling and cluster management for AI. MIT

GitHub (👨‍💻 81 · 🔀 360 · 📋 1.4K - 10% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/Microsoft/pai
```
PyPi (📥 140 / month · ⏱️ 22.07.2019):
```
 pip install paicli
```

TensorRT Inference Server (🥉20 · ⭐ 960) - The TensorRT Inference Server provides a cloud inferencing.. BSD-3

GitHub (👨‍💻 23 · 🔀 190 · 📥 12K · 📋 320 - 6% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/NVIDIA/tensorrt-inference-server
```

BentoML (🥉20 · ⭐ 770) - Model Serving made easy. Apache-2

GitHub (👨‍💻 13 · 🔀 88 · 📥 96 · 📦 7 · 📋 68 - 7% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/bentoml/bentoml
```
PyPi (📥 1K / month · 📦 4 · ⏱️ 23.01.2020):
```
 pip install bentoml
```
Dockerhub:
```
 docker pull bentoml/bento_api_server
```

Clipper (🥉19 · ⭐ 1.1K) - A low-latency prediction-serving system. Apache-2

GitHub (👨‍💻 36 · 🔀 240 · 📋 370 - 28% open · ⏱️ 09.07.2019):
```
 git clone https://github.com/ucbrise/clipper
```
PyPi (📥 340 / month · ⏱️ 07.06.2019):
```
 pip install clipper-admin
```

Dockerhub (📥 1.2M · ⏱️ 23.01.2020):

 docker pull clipper/management_frontend

ONNX.js (🥉19 · ⭐ 980 · 💤) - ONNX.js: run ONNX models using JavaScript. MIT

GitHub (👨‍💻 10 · 🔀 68 · 📦 53 · 📋 57 - 40% open · ⏱️ 01.06.2019):
```
 git clone https://github.com/microsoft/onnxjs
```
NPM (📥 380 / month · 📦 10 · ⏱️ 01.06.2019):
```
 npm install onnxjs
```

Simple TensorFlow Serving (🥉19 · ⭐ 640) - Generic and easy-to-use serving service for machine learning.. Apache-2

GitHub (👨‍💻 8 · 🔀 160 · 📋 65 - 49% open · ⏱️ 11.11.2019):
```
 git clone https://github.com/tobegit3hub/simple_tensorflow_serving
```
PyPi (📥 120 / month · ⏱️ 23.09.2019):
```
 pip install simple_tensorflow_serving
```

Dockerhub (📥 3.7K · ⭐ 1 · ⏱️ 11.11.2019):

 docker pull tobegit3hub/simple_tensorflow_serving

Hydrosphere Serving (🥉19 · ⭐ 190) - Machine Learning Serving cluster. Apache-2

GitHub (👨‍💻 18 · 🔀 31 · 📥 5.9K · 📋 120 - 18% open · ⏱️ 17.01.2020):
```
 git clone https://github.com/Hydrospheredata/hydro-serving
```
PyPi (📥 150 / month · ⏱️ 12.11.2019):
```
 pip install hs
```

Dockerhub (📥 190K · ⏱️ 13.01.2020):

 docker pull hydrosphere/serving-manager

Cortex (🥉18 · ⭐ 2.8K) - Deploy machine learning models in production. Apache-2

GitHub (👨‍💻 10 · 🔀 190 · 📋 400 - 21% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/cortexlabs/cortex
```

OpenVINO DLDT (🥉14 · ⭐ 1K) - OpenVINO Toolkit - Deep Learning Deployment Toolkit repository. Apache-2

GitHub (👨‍💻 7 · 🔀 330 · 📥 140 · 📋 320 - 67% open · ⏱️ 15.11.2019):
```
 git clone https://github.com/opencv/dldt
```

Show 3 hidden projects...

RedisAI (🥉15 · ⭐ 300) - A Redis module for serving tensors and executing deep learning graphs. ❗️RSAL

GitHub (👨‍💻 15 · 🔀 31 · 📋 120 - 28% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/RedisAI/RedisAI
```
Dockerhub (📥 14K · ⏱️ 24.01.2020):
```
 docker pull redisai/redisai
```

GraphPipe (🥉14 · ⭐ 690 · 💀) - Machine Learning Model Deployment Made Simple. ❗️UPL-1.0

GitHub (👨‍💻 4 · 🔀 96 · 📋 13 - 92% open · ⏱️ 16.10.2018):
```
 git clone https://github.com/oracle/graphpipe
```
PyPi (📥 180 / month · 📦 2 · ⏱️ 15.08.2018):
```
 pip install graphpipe
```

Dockerhub (📥 1K · ⏱️ 02.11.2018):

 docker pull sleepsonthefloor/graphpipe-tf

Openscoring (🥉13 · ⭐ 490 · 💤) - REST web service for the true real-time scoring (1 ms) of R, Scikit-.. ❗️AGPL-3.0

GitHub (👨‍💻 1 · 🔀 140 · 📥 1.5K · 📋 50 - 12% open · ⏱️ 19.06.2019):
```
 git clone https://github.com/openscoring/openscoring
```

Maven (⏱️ 12.01.2019):

 <dependency>
 	<groupId>org.openscoring</groupId>
 	<artifactId>openscoring</artifactId>
 	<version>[VERSION]</version>
 </dependency>

ML Applications & Services

Task-specific machine learning applications and services.

bert-as-service (🥇27 · ⭐ 6.6K) - Mapping a variable-length sentence to a fixed-length vector using BERT model. MIT

GitHub (👨‍💻 38 · 🔀 1.3K · 📋 390 - 44% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/hanxiao/bert-as-service
```
PyPi (📥 10K / month · 📦 10 · ⏱️ 20.12.2019):
```
 pip install bert-serving-server
```

OCRmyPDF (🥇24 · ⭐ 2.2K) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be.. ❗️GPL-3.0

GitHub (👨‍💻 28 · 🔀 270 · 📦 25 · 📋 440 - 12% open · ⏱️ 18.01.2020):
```
 git clone https://github.com/jbarlow83/OCRmyPDF
```
PyPi (📥 6.9K / month · 📦 12 · ⏱️ 19.01.2020):
```
 pip install ocrmypdf
```

GNES (🥈23 · ⭐ 1K · 🐣) - GNES is Generic Neural Elastic Search, a cloud-native semantic search system.. Apache-2

GitHub (👨‍💻 11 · 🔀 180 · 📦 2 · 📋 23 - 69% open · ⏱️ 24.10.2019):
```
 git clone https://github.com/gnes-ai/gnes
```
PyPi (📥 250 / month · 📦 1 · ⏱️ 06.11.2019):
```
 pip install gnes
```
Dockerhub (📥 94K · ⏱️ 12.11.2019):
```
 docker pull gnes/gnes
```

face-api.js (🥈22 · ⭐ 880) - Context aware, pluggable and customizable data protection and anonymization.. MIT

GitHub (👨‍💻 18 · 🔀 75 · 📋 54 - 31% open · ⏱️ 19.01.2020):
```
 git clone https://github.com/microsoft/presidio
```
NPM (📥 14K / month · 📦 160 · ⏱️ 15.12.2019):
```
 npm install face-api.js
```

Hastic (🥈18 · ⭐ 180) - Server for managing data for analytics. Apache-2

GitHub (👨‍💻 5 · 🔀 8 · 📥 410 · 📋 490 - 36% open · ⏱️ 27.12.2019):
```
 git clone https://github.com/hastic/hastic-server
```
Dockerhub (📥 41K · ⏱️ 07.11.2019):
```
 docker pull hastic/server
```

Real-Time-Voice-Cloning (🥈17 · ⭐ 15K) - Clone a voice in 5 seconds to generate arbitrary speech in real-time. MIT

GitHub (👨‍💻 9 · 🔀 2.6K · 📋 230 - 41% open · ⏱️ 13.11.2019):
```
 git clone https://github.com/CorentinJ/Real-Time-Voice-Cloning
```

DeOldify (🥈17 · ⭐ 8.9K) - A Deep Learning based project for colorizing and restoring old images (and video!). MIT

GitHub (👨‍💻 23 · 🔀 960 · 📋 130 - 11% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/jantic/DeOldify
```

DeepFaceLab (🥉16 · ⭐ 12K) - DeepFaceLab is a tool that utilizes machine learning to replace faces in.. ❗️GPL-3.0

GitHub (👨‍💻 17 · 🔀 2.7K · 📋 490 - 35% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/iperov/DeepFaceLab
```

Automatic-Speech-Recognition (🥉15 · ⭐ 2.6K) - End-to-end Automatic Speech Recognition for Madarian and.. MIT

GitHub (👨‍💻 9 · 🔀 510 · 📋 86 - 77% open · ⏱️ 17.10.2019):
```
 git clone https://github.com/zzw922cn/Automatic_Speech_Recognition
```

Presidio (🥉15 · ⭐ 880) - Context aware, pluggable and customizable data protection and anonymization service.. MIT

GitHub (👨‍💻 18 · 🔀 75 · 📋 54 - 31% open · ⏱️ 19.01.2020):
```
 git clone https://github.com/microsoft/presidio
```

Dockerhub:

 docker pull mcr.microsoft.com/presidio-api

neural-style (🥉13 · ⭐ 5K) - Neural style in TensorFlow!. ❗️GPL-3.0

GitHub (👨‍💻 17 · 🔀 1.4K · 📋 120 - 4% open · ⏱️ 06.10.2019):
```
 git clone https://github.com/anishathalye/neural-style
```

Deep Colorization (🥉13 · ⭐ 2.1K) - Deep learning software for colorizing black and white images with a few.. MIT

GitHub (👨‍💻 7 · 🔀 340 · 📋 63 - 31% open · ⏱️ 03.10.2019):
```
 git clone https://github.com/junyanz/interactive-deep-colorization
```

Show 3 hidden projects...

FastPhotoStyle (🥉13 · ⭐ 10K · 💤) - Style transfer, deep learning, feature transform. ❗️CC-BY-4.0

GitHub (👨‍💻 5 · 🔀 1K · 📋 78 - 55% open · ⏱️ 27.02.2019):
```
 git clone https://github.com/NVIDIA/FastPhotoStyle
```

AlphaPose (🥉12 · ⭐ 3.5K) - Real-Time and Accurate Multi-Person Pose Estimation&Tracking System. ❗️Unlicensed

GitHub (👨‍💻 4 · 🔀 950 · 📋 490 - 13% open · ⏱️ 14.01.2020):
```
 git clone https://github.com/MVIG-SJTU/AlphaPose
```

BERTsearch (🥉7 · ⭐ 340 · 🐣) - Elasticsearch with BERT for advanced document search. ❗️Unlicensed

GitHub (👨‍💻 2 · 🔀 58 · 📋 9 - 22% open · ⏱️ 14.11.2019):
```
 git clone https://github.com/Hironsan/bertsearch
```

Performance Optimization & Accelerators

Compilers, accelerators, and libraries to improve compute performance and optimize machine learning models.

Cython (🥇36 · ⭐ 4.8K) - The most widely used Python to C compiler. Apache-2

GitHub (👨‍💻 370 · 🔀 950 · 📦 41K · 📋 2.1K - 36% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/cython/cython
```
PyPi (📥 3.6M / month · 📦 27K · ⏱️ 01.11.2019):
```
 pip install Cython
```
Conda (⏱️ 20.11.2019):
```
 conda install -c anaconda cython
```

Numba (🥈35 · ⭐ 4.9K) - NumPy aware dynamic Python compiler using LLVM. BSD-2

GitHub (👨‍💻 180 · 🔀 590 · 📦 14K · 📋 2.9K - 36% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/numba/numba
```
PyPi (📥 860K / month · 📦 4K · ⏱️ 03.01.2020):
```
 pip install numba
```
Conda (⏱️ 17.01.2020):
```
 conda install -c anaconda numba
```

CuPy (🥈30 · ⭐ 3.9K) - NumPy-like API accelerated with CUDA. MIT

GitHub (👨‍💻 220 · 🔀 330 · 📋 800 - 41% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/cupy/cupy
```
PyPi (📥 9.3K / month · 📦 190 · ⏱️ 22.01.2020):
```
 pip install cupy
```
Dockerhub (📥 44K · ⭐ 5 · ⏱️ 24.01.2020):
```
 docker pull cupy/cupy
```

mkl-dnn (🥈24 · ⭐ 1.8K) - Deep Neural Network Library (DNNL). Apache-2

GitHub (👨‍💻 110 · 🔀 430 · 📥 1.9M · 📋 550 - 4% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/intel/mkl-dnn
```
Conda (⏱️ 18.09.2019):
```
 conda install -c anaconda mkl
```

TVM (🥉23 · ⭐ 4.9K) - Open deep learning compiler stack for cpu, gpu and specialized accelerators. Apache-2

GitHub (👨‍💻 320 · 🔀 1.3K · 📥 59 · 📋 1.3K - 10% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/incubator-tvm
```
Dockerhub (📥 1.7K · ⭐ 4 · ⏱️ 27.09.2019):
```
 docker pull tvmai/demo-cpu
```

nGraph (🥉22 · ⭐ 1.2K) - nGraph - open source C++ library, compiler and runtime for Deep Learning. Apache-2

GitHub (👨‍💻 94 · 🔀 180 · 📦 1 · 📋 250 - 38% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/NervanaSystems/ngraph
```
PyPi (📥 300 / month · ⏱️ 09.11.2019):
```
 pip install ngraph-core
```

OpenBLAS (🥉21 · ⭐ 3.1K) - OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version. BSD-3

GitHub (👨‍💻 160 · 🔀 860 · 📥 1.5K · 📋 1.4K - 10% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/xianyi/OpenBLAS
```
Conda (⏱️ 18.07.2019):
```
 conda install -c anaconda openblas
```

Glow (🥉17 · ⭐ 1.9K) - Compiler for Neural Network hardware accelerators. Apache-2

GitHub (👨‍💻 130 · 🔀 340 · 📋 590 - 33% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/pytorch/glow
```

TensorRT (🥉16 · ⭐ 1.9K) - TensorRT is a C++ library for high performance inference on NVIDIA GPUs and.. Apache-2

GitHub (👨‍💻 8 · 🔀 370 · 📋 300 - 26% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/NVIDIA/TensorRT
```

PocketFlow (🥉14 · ⭐ 2.4K · 💤) - An Automatic Model Compression (AutoMC) framework for developing smaller.. BSD-3

GitHub (👨‍💻 11 · 🔀 450 · 📋 270 - 25% open · ⏱️ 28.05.2019):
```
 git clone https://github.com/Tencent/PocketFlow
```

Data Storage

Dart Storage tools such as relational, document, graph, time-series, and key-value databases. For a more in-depth comparison, take a look at the DB Engines Ranking.

Elasticsearch (🥇40 · ⭐ 51K) - Open Source, Distributed, RESTful Search Engine. Apache-2

GitHub (👨‍💻 1.5K · 🔀 16K · 📋 23K - 10% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/elastic/elasticsearch
```
PyPi (📥 3.1M / month · 📦 11K · ⏱️ 19.01.2020):
```
 pip install elasticsearch
```
NPM (📥 970K / month · 📦 8K · ⏱️ 15.01.2020):
```
 npm install elasticsearch
```
Dockerhub (📥 350M · ⭐ 4.1K · ⏱️ 23.01.2020):
```
 docker pull elasticsearch
```

Maven (📦 2.4K · ⏱️ 06.09.2019):

 <dependency>
 	<groupId>org.elasticsearch.client</groupId>
 	<artifactId>transport</artifactId>
 	<version>[VERSION]</version>
 </dependency>

MongoDB (🥇38 · ⭐ 24K) - The MongoDB Database. ❗️SSPL

GitHub (👨‍💻 660 · 🔀 4.3K · ⏱️ 24.01.2020):
```
 git clone https://github.com/mongodb/mongo
```
PyPi (📥 5.4M / month · 📦 36K · ⏱️ 08.01.2020):
```
 pip install pymongo
```
NPM (📥 5.3M / month · 📦 230K · ⏱️ 17.01.2020):
```
 npm install mongodb
```
Conda (⏱️ 02.11.2018):
```
 conda install -c anaconda mongodb
```
Dockerhub (📥 1.5B · ⭐ 6.5K · ⏱️ 18.01.2020):
```
 docker pull mongo
```

Maven (📦 210 · ⏱️ 17.01.2020):

 <dependency>
 	<groupId>org.mongodb</groupId>
 	<artifactId>mongodb-driver-sync</artifactId>
 	<version>[VERSION]</version>
 </dependency>

PostgreSQL (🥇38 · ⭐ 15K) - Object-relational database that supports an extended subset of the SQL.. ❗️PostgreSQL

GitHub (👨‍💻 50 · 🔀 2.1K · ⏱️ 24.01.2020):
```
 git clone https://github.com/postgres/postgres
```
PyPi (📥 5.9M / month · 📦 120K · ⏱️ 14.04.2019):
```
 pip install psycopg2
```
NPM (📥 4.1M / month · 📦 91K · ⏱️ 10.01.2020):
```
 npm install pg
```
Dockerhub (📥 2B · ⭐ 7.4K · ⏱️ 24.01.2020):
```
 docker pull postgres
```

Maven (📦 52K · ⏱️ 15.03.2018):

 <dependency>
 	<groupId>org.postgresql</groupId>
 	<artifactId>postgresql</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Redis (🥇37 · ⭐ 49K) - Redis is an in-memory database that persists on disk. The data model is key-value,.. BSD-3

GitHub (👨‍💻 400 · 🔀 16K · 📋 4.8K - 52% open · ⏱️ 15.01.2020):
```
 git clone https://github.com/antirez/redis
```
PyPi (📥 7.4M / month · 📦 49K · ⏱️ 13.10.2019):
```
 pip install redis
```
NPM (📥 4.9M / month · 📦 93K · ⏱️ 08.08.2017):
```
 npm install redis
```
Conda (⏱️ 24.01.2019):
```
 conda install -c anaconda redis
```
Dockerhub (📥 1.7B · ⭐ 7.7K · ⏱️ 18.01.2020):
```
 docker pull redis
```

Maven (📦 40K · ⏱️ 02.12.2018):

 <dependency>
 	<groupId>redis.clients</groupId>
 	<artifactId>jedis</artifactId>
 	<version>[VERSION]</version>
 </dependency>

InfluxDB (🥇37 · ⭐ 19K) - Scalable datastore for metrics, events, and real-time analytics. MIT

GitHub (👨‍💻 480 · 🔀 2.5K · 📋 9.3K - 6% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/influxdata/influxdb
```
PyPi (📥 750K / month · 📦 1.9K · ⏱️ 26.08.2019):
```
 pip install influxdb
```
NPM (📥 140K / month · 📦 970 · ⏱️ 13.11.2019):
```
 npm install influx
```
Dockerhub (📥 400M · ⭐ 900 · ⏱️ 23.01.2020):
```
 docker pull influxdb
```

Maven (📦 960 · ⏱️ 12.09.2018):

 <dependency>
 	<groupId>org.influxdb</groupId>
 	<artifactId>influxdb-java</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Prometheus (🥈35 · ⭐ 30K) - The Prometheus monitoring system and time series database. Apache-2

GitHub (👨‍💻 480 · 🔀 4.2K · 📥 12M · 📋 3.3K - 14% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/prometheus/prometheus
```
PyPi (📥 4.7M / month · 📦 1.2K · ⏱️ 20.06.2019):
```
 pip install prometheus_client
```

Conda:

 conda install -c conda-forge prometheus_client

Dockerhub (📥 510M · ⭐ 930 · ⏱️ 22.01.2020):
```
 docker pull prom/prometheus
```

Maven (📦 1.1K · ⏱️ 30.07.2018):

 <dependency>
 	<groupId>io.prometheus</groupId>
 	<artifactId>simpleclient</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Solr (🥈35 · ⭐ 4K) - Apache Lucene and Solr open-source search software. Apache-2

GitHub (👨‍💻 240 · 🔀 2.2K · 📦 2.8K · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/lucene-solr
```
PyPi (📥 51K / month · 📦 2.3K · ⏱️ 03.10.2018):
```
 pip install pysolr
```
NPM (📥 50K / month · 📦 840 · ⏱️ 19.05.2017):
```
 npm install solr-client
```
Dockerhub (📥 60M · ⭐ 730 · ⏱️ 23.01.2020):
```
 docker pull solr
```

Maven (📦 3K · ⏱️ 28.12.2019):

 <dependency>
 	<groupId>org.apache.solr</groupId>
 	<artifactId>solr-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Minio (🥈34 · ⭐ 20K) - MinIO is a high performance object storage server compatible with Amazon S3 APIs. Apache-2

GitHub (👨‍💻 220 · 🔀 1.9K · 📋 3.8K - 2% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/minio/minio
```
PyPi (📥 120K / month · 📦 340 · ⏱️ 30.12.2019):
```
 pip install minio
```
NPM (📥 72K / month · 📦 350 · ⏱️ 24.12.2019):
```
 npm install minio
```
Conda:
```
 conda install -c conda-forge minio
```
Dockerhub (📥 310M · ⭐ 290 · ⏱️ 24.01.2020):
```
 docker pull minio/minio
```

Maven (📦 200 · ⏱️ 11.09.2019):

 <dependency>
 	<groupId>io.minio</groupId>
 	<artifactId>minio</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Neo4j (🥈34 · ⭐ 8.1K) - Graphs for Everyone. ❗️GPL-3.0

GitHub (👨‍💻 260 · 🔀 1.7K · 📦 560 · 📋 2.7K - 7% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/neo4j/neo4j
```
PyPi (📥 47K / month · 📦 62 · ⏱️ 11.11.2019):
```
 pip install neo4j
```
NPM (📥 65K / month · 📦 980 · ⏱️ 16.12.2019):
```
 npm install neo4j-driver
```
Dockerhub (📥 66M · ⭐ 750 · ⏱️ 23.01.2020):
```
 docker pull neo4j
```

Maven (📦 3K · ⏱️ 17.10.2019):

 <dependency>
 	<groupId>org.neo4j</groupId>
 	<artifactId>neo4j</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Arrow (🥈34 · ⭐ 5K) - Apache Arrow is a cross-language development platform for in-memory data. It.. Apache-2

GitHub (👨‍💻 430 · 🔀 1.3K · 📦 5 · 📋 510 - 15% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/arrow
```
PyPi (📥 4.9M / month · 📦 800 · ⏱️ 01.11.2019):
```
 pip install pyarrow
```
NPM (📥 7.7K / month · 📦 30 · ⏱️ 01.11.2019):
```
 npm install apache-arrow
```
Conda:
```
 conda install -c conda-forge pyarrow
```

Maven (📦 250 · ⏱️ 30.09.2019):

 <dependency>
 	<groupId>org.apache.arrow</groupId>
 	<artifactId>arrow-vector</artifactId>
 	<version>[VERSION]</version>
 </dependency>

etcd (🥈33 · ⭐ 29K) - Distributed reliable key-value store for the most critical data of a distributed.. Apache-2

GitHub (👨‍💻 620 · 🔀 6K · 📥 22M · 📋 4.8K - 12% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/etcd-io/etcd
```
PyPi (📥 74K / month · 📦 56 · ⏱️ 07.12.2019):
```
 pip install etcd3
```
NPM (📥 8.8K / month · 📦 34 · ⏱️ 03.07.2019):
```
 npm install etcd3
```
Dockerhub (📥 4M · ⭐ 25 · ⏱️ 24.01.2020):
```
 docker pull bitnami/etcd
```

Maven:

 <dependency>
 	<groupId>io.etcd</groupId>
 	<artifactId>jetcd-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

LevelDB (🥈33 · ⭐ 20K) - LevelDB is a fast key-value storage library written at Google that provides an.. Apache-2

GitHub (👨‍💻 46 · 🔀 4.5K · 📋 590 - 21% open · ⏱️ 15.01.2020):
```
 git clone https://github.com/google/leveldb
```
PyPi (📥 44K / month · 📦 630 · ⏱️ 22.01.2020):
```
 pip install plyvel
```
NPM (📥 940K / month · 📦 15K · ⏱️ 04.10.2019):
```
 npm install levelup
```

Hazelcast (🥈33 · ⭐ 3.6K) - Open Source In-Memory Data Grid. Apache-2

GitHub (👨‍💻 250 · 🔀 1.2K · 📦 9.5K · 📋 6.1K - 12% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/hazelcast/hazelcast
```
PyPi (📥 5.7K / month · 📦 1 · ⏱️ 15.07.2019):
```
 pip install hazelcast-python-client
```
NPM (📥 1.7K / month · 📦 38 · ⏱️ 06.05.2019):
```
 npm install hazelcast-client
```
Dockerhub (📥 6.1M · ⭐ 58 · ⏱️ 10.01.2020):
```
 docker pull hazelcast/hazelcast
```

Maven (📦 5.5K · ⏱️ 23.02.2019):

 <dependency>
 	<groupId>com.hazelcast</groupId>
 	<artifactId>hazelcast</artifactId>
 	<version>[VERSION]</version>
 </dependency>

HBase (🥈33 · ⭐ 3.3K) - Non-relational distributed database modeled after Google's Bigtable and written.. Apache-2

GitHub (👨‍💻 470 · 🔀 2.2K · 📦 2.6K · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/hbase
```
PyPi (📥 180K / month · 📦 410 · ⏱️ 03.04.2017):
```
 pip install happybase
```

Maven (📦 5.1K · ⏱️ 27.10.2018):

 <dependency>
 	<groupId>org.apache.hbase</groupId>
 	<artifactId>hbase-client</artifactId>
 	<version>[VERSION]</version>
 </dependency>

RethinkDB (🥈32 · ⭐ 24K) - The open-source database for the realtime web. Apache-2

GitHub (👨‍💻 240 · 🔀 1.8K · 📥 2.9K · 📦 260 · 📋 6.2K - 23% open · ⏱️ 13.01.2020):
```
 git clone https://github.com/rethinkdb/rethinkdb
```
PyPi (📥 21K / month · 📦 870 · ⏱️ 02.11.2019):
```
 pip install rethinkdb
```
NPM (📥 54K / month · 📦 3.3K · ⏱️ 13.12.2019):
```
 npm install rethinkdb
```
Dockerhub (📥 54M · ⭐ 530 · ⏱️ 16.01.2020):
```
 docker pull rethinkdb
```

Maven (⏱️ 26.07.2016):

 <dependency>
 	<groupId>com.rethinkdb</groupId>
 	<artifactId>rethinkdb-driver</artifactId>
 	<version>[VERSION]</version>
 </dependency>

OrientDB (🥈32 · ⭐ 4.2K) - OrientDB is the most versatile DBMS supporting Graph, Document, Reactive,.. Apache-2

GitHub (👨‍💻 180 · 🔀 810 · 📦 350 · 📋 8.4K - 17% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/orientechnologies/orientdb
```
PyPi (📥 3K / month · 📦 40 · ⏱️ 29.04.2017):
```
 pip install pyorient
```
NPM (📥 18K / month · 📦 200 · ⏱️ 11.12.2019):
```
 npm install orientjs
```
Dockerhub (📥 10M · ⭐ 130 · ⏱️ 09.01.2020):
```
 docker pull orientdb
```

Maven (📦 660 · ⏱️ 03.07.2019):

 <dependency>
 	<groupId>com.orientechnologies</groupId>
 	<artifactId>orientdb-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

ClickHouse (🥈31 · ⭐ 9.7K) - ClickHouse is a free analytics DBMS for big data. Apache-2

GitHub (👨‍💻 540 · 🔀 1.7K · 📋 3.8K - 31% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/ClickHouse/ClickHouse
```
PyPi (📥 290K / month · 📦 18 · ⏱️ 20.09.2019):
```
 pip install clickhouse-driver
```
NPM (📥 4.5K / month · 📦 12 · ⏱️ 04.11.2018):
```
 npm install clickhouse
```
Dockerhub (📥 4.5M · ⭐ 210 · ⏱️ 23.01.2020):
```
 docker pull yandex/clickhouse-server
```

ArangoDB (🥈31 · ⭐ 9.3K) - ArangoDB is a native multi-model database with flexible data models for.. Apache-2

GitHub (👨‍💻 120 · 🔀 590 · 📋 3.6K - 15% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/arangodb/arangodb
```
PyPi (📥 5.8K / month · 📦 10 · ⏱️ 30.10.2019):
```
 pip install pyarango
```
NPM (📥 14K / month · 📦 440 · ⏱️ 24.01.2020):
```
 npm install arangojs
```
Dockerhub (📥 17M · ⭐ 180 · ⏱️ 23.01.2020):
```
 docker pull arangodb
```

Maven (📦 130 · ⏱️ 05.09.2019):

 <dependency>
 	<groupId>com.arangodb</groupId>
 	<artifactId>arangodb-java-driver</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Ignite (🥈31 · ⭐ 3K) - Memory-centric distributed database, caching and processing platform designed to.. Apache-2

GitHub (👨‍💻 330 · 🔀 1.4K · 📦 1 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/ignite
```
PyPi (📥 1.6K / month · ⏱️ 23.11.2018):
```
 pip install pyignite
```
NPM (📥 330 / month · ⏱️ 10.12.2018):
```
 npm install apache-ignite-client
```
Dockerhub (📥 9.6M · ⭐ 58 · ⏱️ 19.09.2019):
```
 docker pull apacheignite/ignite
```

Maven (📦 460 · ⏱️ 10.07.2018):

 <dependency>
 	<groupId>org.apache.ignite</groupId>
 	<artifactId>ignite-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Cassandra (🥉30 · ⭐ 6.8K) - Distributed, wide column store, NoSQL database designed to handle large.. Apache-2

GitHub (👨‍💻 400 · 🔀 2.5K · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/cassandra
```
PyPi (📥 220K / month · 📦 1.2K · ⏱️ 15.01.2020):
```
 pip install cassandra-driver
```
NPM (📥 130K / month · 📦 1.3K · ⏱️ 06.11.2019):
```
 npm install cassandra-driver
```
Dockerhub (📥 92M · ⭐ 1.1K · ⏱️ 28.12.2019):
```
 docker pull cassandra
```

Maven:

 <dependency>
 	<groupId>com.datastax.oss</groupId>
 	<artifactId>java-driver-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Graphite (🥉30 · ⭐ 4.9K) - A highly scalable real-time graphing system. Apache-2

GitHub (👨‍💻 410 · 🔀 1.2K · 📦 45 · 📋 1.1K - 33% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/graphite-project/graphite-web
```
Dockerhub (📥 8.2M · ⭐ 70 · ⏱️ 24.10.2019):
```
 docker pull graphiteapp/graphite-statsd
```

TiDB (🥉28 · ⭐ 22K) - TiDB is an open source distributed HTAP database compatible with the MySQL protocol. Apache-2

GitHub (👨‍💻 400 · 🔀 3.3K · 📋 3.8K - 33% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/pingcap/tidb
```
Dockerhub (📥 520K · ⭐ 51 · ⏱️ 24.01.2020):
```
 docker pull pingcap/tidb
```

CrateDB (🥉28 · ⭐ 2.8K) - CrateDB is a distributed SQL database that makes it simple to store and analyze.. Apache-2

GitHub (👨‍💻 79 · 🔀 350 · 📋 860 - 10% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/crate/crate
```
PyPi (📥 11K / month · 📦 42 · ⏱️ 19.09.2019):
```
 pip install crate
```
Dockerhub (📥 14M · ⭐ 140 · ⏱️ 23.01.2020):
```
 docker pull crate
```

Maven:

 <dependency>
 	<groupId>io.crate</groupId>
 	<artifactId>crate-jdbc</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Dgraph (🥉27 · ⭐ 12K) - Fast, Distributed Graph DB. Apache-2

GitHub (👨‍💻 130 · 🔀 860 · 📥 110K · 📋 2K - 11% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/dgraph-io/dgraph
```
PyPi (📥 4K / month · 📦 10 · ⏱️ 10.09.2019):
```
 pip install pydgraph
```
NPM (📥 3.6K / month · 📦 16 · ⏱️ 01.10.2019):
```
 npm install dgraph-js
```
Dockerhub (📥 1.8M · ⭐ 51 · ⏱️ 24.01.2020):
```
 docker pull dgraph/dgraph
```

Maven:

 <dependency>
 	<groupId>io.dgraph</groupId>
 	<artifactId>dgraph4j</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Geode (🥉27 · ⭐ 1.7K) - Data management platform that provides real-time, consistent access to data-.. Apache-2

GitHub (👨‍💻 170 · 🔀 570 · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/geode
```
Dockerhub (📥 59K · ⭐ 19 · ⏱️ 30.12.2019):
```
 docker pull apachegeode/geode
```

Maven (📦 140 · ⏱️ 20.12.2019):

 <dependency>
 	<groupId>org.apache.geode</groupId>
 	<artifactId>geode-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

OmniSciDB (🥉26 · ⭐ 2.1K) - OmniSciDB (formerly MapD Core). Apache-2

GitHub (👨‍💻 80 · 🔀 290 · 📋 350 - 35% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/omnisci/omniscidb
```
PyPi (📥 2.4K / month · 📦 20 · ⏱️ 05.12.2019):
```
 pip install pymapd
```
NPM (📥 120 / month · 📦 26 · ⏱️ 22.08.2019):
```
 npm install @mapd/connector
```
Conda:
```
 conda install -c conda-forge pymapd
```

Druid (🥉25 · ⭐ 9.1K) - Apache Druid: a high performance real-time analytics database. Apache-2

GitHub (👨‍💻 380 · 🔀 2.2K · 📥 120 · 📋 3.2K - 26% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/apache/incubator-druid
```
Dockerhub (📥 29K · ⭐ 9 · ⏱️ 10.12.2019):
```
 docker pull apache/incubator-druid
```

JanusGraph (🥉25 · ⭐ 3.1K) - JanusGraph: an open-source, distributed graph database. Apache-2

GitHub (👨‍💻 140 · 🔀 750 · 📥 110K · 📋 1.2K - 36% open · ⏱️ 15.01.2020):
```
 git clone https://github.com/JanusGraph/janusgraph
```
Dockerhub (📥 29K · ⭐ 6 · ⏱️ 21.10.2019):
```
 docker pull janusgraph/janusgraph
```

Maven (📦 84 · ⏱️ 08.10.2018):

 <dependency>
 	<groupId>org.janusgraph</groupId>
 	<artifactId>janusgraph-core</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Cayley (🥉24 · ⭐ 13K) - An open-source graph database. Apache-2

GitHub (👨‍💻 100 · 🔀 1.2K · 📥 26K · 📋 460 - 16% open · ⏱️ 18.01.2020):
```
 git clone https://github.com/cayleygraph/cayley
```
PyPi (📥 160 / month · ⏱️ 26.10.2019):
```
 pip install pyley
```
NPM (📥 46 / month · ⏱️ 06.11.2019):
```
 npm install @cayleygraph/cayley
```
Dockerhub (📥 3.6K · ⭐ 5 · ⏱️ 18.01.2020):
```
 docker pull cayleygraph/cayley
```

Riak (🥉24 · ⭐ 3.4K) - Riak is a decentralized datastore from Basho Technologies. Apache-2

GitHub (👨‍💻 120 · 🔀 510 · 📥 63 · 📋 440 - 31% open · ⏱️ 08.01.2020):
```
 git clone https://github.com/basho/riak
```
PyPi (📥 5.6K / month · 📦 170 · ⏱️ 12.12.2016):
```
 pip install riak
```
NPM (📥 780 / month · 📦 60 · ⏱️ 12.12.2016):
```
 npm install basho-riak-client
```
Dockerhub (📥 650K · ⭐ 28 · ⏱️ 04.04.2017):
```
 docker pull basho/riak-kv
```

Maven (📦 300 · ⏱️ 15.12.2016):

 <dependency>
 	<groupId>com.basho.riak</groupId>
 	<artifactId>riak-client</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Tile38 (🥉23 · ⭐ 6.6K) - Real-time Geospatial and Geofencing. MIT

GitHub (👨‍💻 36 · 🔀 370 · 📥 39K · 📋 410 - 21% open · ⏱️ 11.12.2019):
```
 git clone https://github.com/tidwall/tile38
```
Dockerhub (📥 680K · ⭐ 15 · ⏱️ 11.12.2019):
```
 docker pull tile38/tile38
```

Quilt (🥉23 · ⭐ 860) - Quilt is a versioned data portal for AWS. Apache-2

GitHub (👨‍💻 29 · 🔀 51 · 📦 16 · 📋 91 - 51% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/quiltdata/quilt
```
PyPi (📥 1.1K / month · 📦 4 · ⏱️ 18.01.2020):
```
 pip install quilt3
```

Sonic (🥉22 · ⭐ 8K) - Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that.. MPL-2.0

GitHub (👨‍💻 22 · 🔀 230 · 📋 170 - 12% open · ⏱️ 09.01.2020):
```
 git clone https://github.com/valeriansaliou/sonic
```
PyPi (📥 140 / month · ⏱️ 03.08.2019):
```
 pip install sonic-client
```
NPM (📥 830 / month · ⏱️ 26.04.2019):
```
 npm install sonic-channel
```
Dockerhub (📥 4.1K · ⭐ 4 · ⏱️ 14.10.2019):
```
 docker pull valeriansaliou/sonic
```

Maven:

 <dependency>
 	<groupId>com.github.twohou</groupId>
 	<artifactId>java-sonic</artifactId>
 	<version>[VERSION]</version>
 </dependency>

rqlite (🥉21 · ⭐ 5.5K) - The lightweight, distributed relational database built on SQLite. MIT

GitHub (👨‍💻 17 · 🔀 300 · 📥 5.9K · 📋 270 - 19% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/rqlite/rqlite
```
PyPi:
```
 pip install sqlalchemy_rqlite
```
NPM (📥 140 / month · ⏱️ 22.07.2019):
```
 npm install rqlite-js
```
Dockerhub (📥 17K · ⭐ 8 · ⏱️ 11.01.2020):
```
 docker pull rqlite/rqlite
```

Maven:

 <dependency>
 	<groupId>com.rqlite</groupId>
 	<artifactId>rqlite-java</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Doris (🥉21 · ⭐ 1.5K) - MPP-based interactive SQL data warehousing for reporting and analysis. Apache-2

GitHub (👨‍💻 82 · 🔀 420 · 📋 960 - 35% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/apache/incubator-doris
```
Dockerhub (📥 1.6K · ⭐ 4 · ⏱️ 04.01.2020):
```
 docker pull apachedoris/doris-dev
```

Gaffer (🥉20 · ⭐ 1.6K) - A large-scale entity and relation database supporting aggregation of properties. Apache-2

GitHub (👨‍💻 40 · 🔀 320 · 📥 26 · 📋 1.1K - 8% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/gchq/Gaffer
```

Maven (📦 8 · ⏱️ 06.01.2020):

 <dependency>
 	<groupId>uk.gov.gchq.gaffer</groupId>
 	<artifactId>graph</artifactId>
 	<version>[VERSION]</version>
 </dependency>

EdgeDB (🥉19 · ⭐ 3.5K) - The next generation relational database. Apache-2

GitHub (👨‍💻 18 · 🔀 79 · 📋 390 - 25% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/edgedb/edgedb
```
PyPi (📥 2.9K / month · ⏱️ 11.01.2020):
```
 pip install edgedb
```
Dockerhub (📥 4.4K · ⭐ 2 · ⏱️ 24.01.2020):
```
 docker pull edgedb/edgedb
```

Nebula (🥉19 · ⭐ 2.3K) - A distributed, fast open-source graph database featuring horizontal scalability.. Apache-2

GitHub (👨‍💻 40 · 🔀 300 · 📥 400 · 📋 660 - 32% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/vesoft-inc/nebula
```
Dockerhub (📥 2.2K · ⭐ 3 · ⏱️ 24.01.2020):
```
 docker pull vesoft/nebula-graph
```

TileDB-Inc/TileDB (🥉19 · ⭐ 570) - The Fastest Array Storage Engine. MIT

GitHub (👨‍💻 27 · 🔀 72 · 📥 380 · 📋 620 - 16% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/TileDB-Inc/TileDB
```
Conda:
```
 conda install -c conda-forge tiledb
```
Dockerhub (📥 520 · ⏱️ 09.10.2019):
```
 docker pull tiledb/tiledb
```

Show 5 hidden projects...

MySQL (🥈36 · ⭐ 24K) - MySQL Server, the world's most popular open source database, and MySQL Cluster, a.. ❗️GPL-2.0

GitHub (👨‍💻 570 · 🔀 2.1K · ⏱️ 09.12.2019):
```
 git clone https://github.com/mysql/mysql-server
```
PyPi (📥 2.1M / month · 📦 6.6K · ⏱️ 21.11.2019):
```
 pip install mysqlclient
```
NPM (📥 2.1M / month · 📦 100K · ⏱️ 23.01.2020):
```
 npm install mysql
```

Conda (⏱️ 18.11.2019):

 conda install -c anaconda mysql-connector-python

Dockerhub (📥 1.4B · ⭐ 9.1K · ⏱️ 15.01.2020):
```
 docker pull mysql
```

Maven (📦 300K · ⏱️ 27.09.2018):

 <dependency>
 	<groupId>mysql</groupId>
 	<artifactId>mysql-connector-java</artifactId>
 	<version>[VERSION]</version>
 </dependency>

MariaDB (🥉28 · ⭐ 6.4K) - MariaDB server is a community developed fork of MySQL server. Started by core.. ❗️GPL-2.0

GitHub (👨‍💻 1.6K · 🔀 920 · ⏱️ 24.01.2020):
```
 git clone https://github.com/MariaDB/server
```
NPM (📥 33K / month · 📦 580 · ⏱️ 19.07.2017):
```
 npm install mariadb
```
Dockerhub (📥 1.1B · ⭐ 3.2K · ⏱️ 16.01.2020):
```
 docker pull mariadb
```

TimescaleDB (🥉25 · ⭐ 8.1K) - An open-source time-series SQL database optimized for fast ingest and.. ❗️Unlicensed

GitHub (👨‍💻 43 · 🔀 430 · 📥 3.5K · 📋 660 - 28% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/timescale/timescaledb
```
Dockerhub (📥 16M · ⭐ 65 · ⏱️ 15.01.2020):
```
 docker pull timescale/timescaledb
```

RavenDB (🥉25 · ⭐ 2.4K) - ACID Document Database. ❗️AGPL-3.0

GitHub (👨‍💻 320 · 🔀 690 · 📦 2.2K · 📋 400 - 1% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/ravendb/ravendb
```
PyPi (📥 140 / month · 📦 2 · ⏱️ 27.02.2019):
```
 pip install pyravendb
```
NPM (📥 600 / month · 📦 28 · ⏱️ 16.09.2019):
```
 npm install ravendb
```
Dockerhub (📥 340K · ⭐ 27 · ⏱️ 21.01.2020):
```
 docker pull ravendb/ravendb
```

Maven (⏱️ 07.02.2018):

 <dependency>
 	<groupId>net.ravendb</groupId>
 	<artifactId>ravendb</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Grakn (🥉25 · ⭐ 1.9K) - Grakn Core: The Knowledge Graph. ❗️AGPL-3.0

GitHub (👨‍💻 54 · 🔀 230 · 📥 13K · 📦 18 · 📋 1.9K - 10% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/graknlabs/grakn
```
PyPi (📥 450 / month · 📦 6 · ⏱️ 25.11.2019):
```
 pip install grakn-client
```
NPM (📥 790 / month · 📦 2 · ⏱️ 25.11.2019):
```
 npm install grakn-client
```
Dockerhub (📥 290K · ⭐ 10 · ⏱️ 17.01.2020):
```
 docker pull graknlabs/grakn
```

Maven:

 <dependency>
 	<groupId>io.grakn.client</groupId>
 	<artifactId>grakn-client</artifactId>
 	<version>[VERSION]</version>
 </dependency>

Database GUIs

GUI tools for database administration and data management for a variety of databases.

mongo-express (🥇31 · ⭐ 4.1K) - Web-based MongoDB admin interface, written with Node.js and express. MIT

GitHub (👨‍💻 110 · 🔀 660 · 📦 590 · 📋 330 - 24% open · ⏱️ 30.12.2019):
```
 git clone https://github.com/mongo-express/mongo-express
```
NPM (📥 6.1K / month · 📦 390 · ⏱️ 24.12.2019):
```
 npm install mongo-express
```
Dockerhub (📥 45M · ⭐ 600 · ⏱️ 25.12.2019):
```
 docker pull mongo-express
```

Adminer (🥇29 · ⭐ 4.2K) - Database management in a single PHP file. Apache-2

GitHub (👨‍💻 130 · 🔀 750 · 📥 2.3M · 📦 98 · ⏱️ 20.12.2019):
```
 git clone https://github.com/vrana/adminer
```
Dockerhub (📥 100M · ⭐ 330 · ⏱️ 24.01.2020):
```
 docker pull adminer
```

SQLite Browser (🥈26 · ⭐ 12K) - Official home of the DB Browser for SQLite (DB4S) project. Previously.. Apache-2

GitHub (👨‍💻 120 · 🔀 1.5K · 📥 7.6M · 📋 1.7K - 23% open · ⏱️ 17.01.2020):
```
 git clone https://github.com/sqlitebrowser/sqlitebrowser
```

DBeaver (🥈26 · ⭐ 12K) - Free universal database tool and SQL client. Apache-2

GitHub (👨‍💻 150 · 🔀 1K · 📥 370K · 📋 7.1K - 19% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/dbeaver/dbeaver
```

pgweb (🥈24 · ⭐ 6.3K) - Cross-platform client for PostgreSQL databases. MIT

GitHub (👨‍💻 45 · 🔀 420 · 📥 72K · 📋 260 - 16% open · ⏱️ 16.12.2019):
```
 git clone https://github.com/sosedoff/pgweb
```
Dockerhub (📥 4.3M · ⭐ 23 · ⏱️ 16.12.2019):
```
 docker pull sosedoff/pgweb
```

Sequel Pro (🥈23 · ⭐ 7.4K) - MySQL/MariaDB database management for macOS. MIT

GitHub (👨‍💻 41 · 🔀 640 · 📥 4M · 📋 3.5K - 29% open · ⏱️ 30.09.2019):
```
 git clone https://github.com/sequelpro/sequelpro
```

Dejavu (🥈22 · ⭐ 6.5K) - The Missing Web UI for Elasticsearch: Import, browse and edit data with rich filters.. MIT

GitHub (👨‍💻 24 · 🔀 410 · 📋 290 - 11% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/appbaseio/dejavu
```
Dockerhub (📥 1.3M · ⭐ 24 · ⏱️ 19.12.2019):
```
 docker pull appbaseio/dejavu
```

Redis Desktop Manager (🥈21 · ⭐ 15K) - Cross-platform GUI management tool for Redis. ❗️GPL-3.0

GitHub (👨‍💻 70 · 🔀 2.5K · 📥 1.5M · 📋 4.3K - 0% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/uglide/RedisDesktopManager
```

Kafka Manager (🥈21 · ⭐ 8.6K) - CMAK is a tool for managing Apache Kafka clusters. Apache-2

GitHub (👨‍💻 85 · 🔀 2K · 📋 530 - 70% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/yahoo/kafka-manager
```
Dockerhub (📥 350K · ⭐ 41 · ⏱️ 12.04.2019):
```
 docker pull kafkamanager/kafka-manager
```

elasticsearch-head (🥈21 · ⭐ 6.8K) - A web front end for an elastic search cluster. Apache-2

GitHub (👨‍💻 68 · 🔀 1.4K · 📋 320 - 49% open · ⏱️ 24.09.2019):
```
 git clone https://github.com/mobz/elasticsearch-head
```
Dockerhub (📥 1.5M · ⭐ 56 · ⏱️ 31.01.2017):
```
 docker pull mobz/elasticsearch-head
```

OmniDB (🥈21 · ⭐ 1.9K) - Web tool for database management. MIT

GitHub (👨‍💻 22 · 🔀 240 · 📥 6.6K · 📋 500 - 37% open · ⏱️ 05.12.2019):
```
 git clone https://github.com/OmniDB/OmniDB
```

ElectroCRUD (🥉20 · ⭐ 980) - Database CRUD Application Built on Electron | MySQL, Postgres. MIT

GitHub (👨‍💻 44 · 🔀 220 · 📥 27K · 📋 46 - 17% open · ⏱️ 17.12.2019):
```
 git clone https://github.com/garrylachman/ElectroCRUD
```

Robo 3T (🥉19 · ⭐ 7.8K · 💤) - Native cross-platform MongoDB management tool. ❗️GPL-3.0

GitHub (👨‍💻 39 · 🔀 660 · 📥 41K · 📋 1.5K - 42% open · ⏱️ 12.04.2019):
```
 git clone https://github.com/Studio3T/robomongo
```

Mongoku (🥉19 · ⭐ 810) - The Web-scale GUI for MongoDB. MIT

GitHub (👨‍💻 7 · 🔀 40 · 📦 3 · 📋 29 - 41% open · ⏱️ 10.01.2020):
```
 git clone https://github.com/huggingface/Mongoku
```
NPM (📥 260 / month · ⏱️ 31.07.2019):
```
 npm install mongoku
```
Dockerhub (📥 210K · ⭐ 1 · ⏱️ 31.07.2019):
```
 docker pull huggingface/mongoku
```

Mirage (🥉18 · ⭐ 2K) - GUI for simplifying Elasticsearch Query DSL. Apache-2

GitHub (👨‍💻 9 · 🔀 100 · 📋 64 - 20% open · ⏱️ 11.10.2019):
```
 git clone https://github.com/appbaseio/mirage
```
Dockerhub (📥 320K · ⭐ 6 · ⏱️ 11.10.2019):
```
 docker pull appbaseio/mirage
```

Sequeler (🥉16 · ⭐ 510) - SQL Client built in Vala. ❗️GPL-3.0

GitHub (👨‍💻 34 · 🔀 48 · 📋 220 - 18% open · ⏱️ 17.11.2019):
```
 git clone https://github.com/Alecaddd/sequeler
```

FastoNoSQL (🥉15 · ⭐ 620) - FastoNoSQL is a crossplatform Redis, Memcached, SSDB, LevelDB, RocksDB,.. ❗️GPL-3.0

GitHub (👨‍💻 3 · 🔀 53 · 📋 69 - 15% open · ⏱️ 14.01.2020):
```
 git clone https://github.com/fastogt/fastonosql
```

Franchise (🥉14 · ⭐ 3.5K) - a notebook sql client. what you get when have a lot of sequels. MIT

GitHub (👨‍💻 15 · 🔀 230 · 📋 56 - 53% open · ⏱️ 13.11.2019):
```
 git clone https://github.com/HVF/franchise
```
Dockerhub (📥 390 · ⭐ 2 · ⏱️ 27.02.2019):
```
 docker pull binakot/franchise
```

Show 7 hidden projects...

Nosqlclient (🥇27 · ⭐ 3.1K) - Cross-platform and self hosted, easy to use, intuitive mongodb management.. ❗️AGPL-3.0

GitHub (👨‍💻 28 · 🔀 320 · 📥 170K · 📦 190 · 📋 390 - 5% open · ⏱️ 09.01.2020):
```
 git clone https://github.com/nosqlclient/nosqlclient
```
Dockerhub (📥 8.9M · ⭐ 79 · ⏱️ 09.01.2020):
```
 docker pull mongoclient/mongoclient
```

phpMyAdmin (🥈23 · ⭐ 4.7K) - A web interface for MySQL and MariaDB. ❗️GPL-2.0

GitHub (👨‍💻 1.7K · 🔀 2.6K · 📋 12K - 4% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/phpmyadmin/phpmyadmin
```

pgAdmin (🥈21 · ⭐ 840) - Web-based administration tool for the PostgreSQL database. ❗️PostgreSQL

GitHub (👨‍💻 100 · 🔀 160 · ⏱️ 24.01.2020):
```
 git clone https://github.com/postgres/pgadmin4
```
Dockerhub (📥 29M · ⭐ 470 · ⏱️ 24.01.2020):
```
 docker pull dpage/pgadmin4
```

Sqlectron (🥉20 · ⭐ 2.9K · 💀) - UNMAINTAINED - SEE BELOW. A simple and lightweight SQL client desktop with.. MIT

GitHub (👨‍💻 29 · 🔀 330 · 📥 200K · 📋 330 - 30% open · ⏱️ 31.10.2018):
```
 git clone https://github.com/sqlectron/sqlectron-gui
```

Filestash (🥉18 · ⭐ 2.3K) - A modern web client for SFTP, S3, FTP, WebDAV, Git, Minio, LDAP, CalDAV,.. ❗️AGPL-3.0

GitHub (👨‍💻 18 · 🔀 120 · 📥 210 · 📋 190 - 13% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/mickael-kerjean/filestash
```
Dockerhub (📥 540K · ⭐ 9 · ⏱️ 21.01.2020):
```
 docker pull machines/filestash
```

HeidiSQL (🥉18 · ⭐ 1.7K) - A lightweight client for managing MariaDB, MySQL, SQL Server and PostgreSQL,.. ❗️GPL-2.0

GitHub (👨‍💻 25 · 🔀 180 · 📋 830 - 36% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/HeidiSQL/HeidiSQL
```

MySQL Workbench (🥉10 · ⭐ 430) - MySQL Workbench is a unified visual tool for database architects,.. ❗️GPL-2.0

GitHub (👨‍💻 18 · 🔀 140 · ⏱️ 15.12.2019):
```
 git clone https://github.com/mysql/mysql-workbench
```

Others

Netdata (🥇29 · ⭐ 44K) - Real-time performance monitoring, done right! https://my-netdata.io/. ❗️GPL-3.0

GitHub (👨‍💻 360 · 🔀 4K · 📥 500K · 📋 4.6K - 14% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/netdata/netdata
```
Dockerhub (📥 99M · ⭐ 130 · ⏱️ 17.01.2020):
```
 docker pull netdata/netdata
```

Apollo (🥇29 · ⭐ 16K) - An open autonomous driving platform. Apache-2

GitHub (👨‍💻 300 · 🔀 5.5K · 📥 36K · 📋 2.1K - 25% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/ApolloAuto/apollo
```
Dockerhub (📥 1.8M · ⭐ 35 · ⏱️ 23.01.2020):
```
 docker pull apolloauto/apollo
```

Glances (🥇28 · ⭐ 15K) - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac.. ❗️LGPL-3.0

GitHub (👨‍💻 120 · 🔀 990 · 📥 350 · 📦 160 · 📋 1.1K - 10% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/nicolargo/glances
```
PyPi (📥 41K / month · 📦 44 · ⏱️ 27.08.2019):
```
 pip install glances
```
Dockerhub (📥 32M · ⭐ 51 · ⏱️ 29.01.2019):
```
 docker pull nicolargo/glances
```

ungit (🥈27 · ⭐ 8.7K) - The easiest way to use git. On any platform. Anywhere. MIT

GitHub (👨‍💻 90 · 🔀 570 · 📥 1.2K · 📦 49 · 📋 730 - 25% open · ⏱️ 18.01.2020):
```
 git clone https://github.com/FredrikNoren/ungit
```
NPM (📥 4.6K / month · 📦 36 · ⏱️ 22.11.2019):
```
 npm install ungit
```

File Browser (🥈25 · ⭐ 6.4K) - Web File Browser which can be used as a middleware or standalone app. Apache-2

GitHub (👨‍💻 77 · 🔀 820 · 📥 40K · 📋 790 - 16% open · ⏱️ 09.01.2020):
```
 git clone https://github.com/filebrowser/filebrowser
```
Dockerhub (📥 12M · ⭐ 67 · ⏱️ 09.01.2020):
```
 docker pull filebrowser/filebrowser
```

guess (🥈25 · ⭐ 6.1K) - Libraries & tools for enabling Machine Learning driven user-experiences on the web. MIT

GitHub (👨‍💻 18 · 🔀 150 · 📋 63 - 11% open · ⏱️ 23.01.2020):
```
 git clone https://github.com/guess-js/guess
```
NPM (📥 12K / month · 📦 78 · ⏱️ 23.01.2020):
```
 npm install guess-webpack
```

Portia (🥈24 · ⭐ 7.5K) - Visual scraping for Scrapy. BSD-3

GitHub (👨‍💻 50 · 🔀 1.2K · 📥 110 · 📦 9 · 📋 430 - 22% open · ⏱️ 10.07.2019):
```
 git clone https://github.com/scrapinghub/portia
```
PyPi (📥 200 / month · 📦 7 · ⏱️ 28.06.2017):
```
 pip install slybot
```
Dockerhub (📥 340K · ⭐ 26 · ⏱️ 10.07.2019):
```
 docker pull scrapinghub/portia
```

Kylin (🥈24 · ⭐ 2.5K) - Distributed Analytics Engine that provides SQL interface and multi-dimensional.. Apache-2

GitHub (👨‍💻 230 · 🔀 1.1K · 📦 1 · ⏱️ 23.01.2020):
```
 git clone https://github.com/apache/kylin
```
PyPi (📥 690 / month · ⏱️ 07.04.2019):
```
 pip install kylinpy
```

Dockerhub (📥 2.2K · ⭐ 2 · ⏱️ 28.08.2019):

 docker pull apachekylin/apache-kylin-standalone

OpenRefine (🥉23 · ⭐ 6.8K) - OpenRefine is a free, open source power tool for working with messy data and.. BSD-3

GitHub (👨‍💻 140 · 🔀 1.2K · 📥 910K · 📋 1.7K - 25% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/OpenRefine/OpenRefine
```
Dockerhub (📥 95K · ⭐ 8 · ⏱️ 23.01.2020):
```
 docker pull vimagick/openrefine
```

Pravega (🥉22 · ⭐ 900) - Pravega - Streaming as a new software defined storage primitive. Apache-2

GitHub (👨‍💻 57 · 🔀 210 · 📥 4.6K · 📋 2.6K - 12% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/pravega/pravega
```
Dockerhub (📥 200K · ⭐ 1 · ⏱️ 06.01.2020):
```
 docker pull pravega/pravega
```

Feast (🥉21 · ⭐ 620) - Feature Store for Machine Learning. Apache-2

GitHub (👨‍💻 23 · 🔀 96 · 📥 340 · 📦 4 · 📋 180 - 20% open · ⏱️ 21.01.2020):
```
 git clone https://github.com/gojek/feast
```
PyPi (📥 2K / month · ⏱️ 08.01.2020):
```
 pip install feast
```

TensorFlow for R (🥉20 · ⭐ 1.2K) - TensorFlow for R. Apache-2

GitHub (👨‍💻 21 · 🔀 320 · 📥 8 · 📋 260 - 5% open · ⏱️ 09.01.2020):
```
 git clone https://github.com/rstudio/tensorflow
```

Aleph (🥉20 · ⭐ 960) - Search and browse documents and data; find the people and companies you look for. MIT

GitHub (👨‍💻 39 · 🔀 140 · 📋 470 - 7% open · ⏱️ 19.01.2020):
```
 git clone https://github.com/alephdata/aleph
```
Dockerhub (📥 220K · ⭐ 1 · ⏱️ 23.01.2020):
```
 docker pull alephdata/aleph
```

Katib (🥉20 · ⭐ 620) - Repository for hyperparameter tuning. Apache-2

GitHub (👨‍💻 45 · 🔀 160 · 📥 95 · 📋 410 - 17% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/kubeflow/katib
```
Dockerhub (📥 660K · ⏱️ 08.05.2019):
```
 docker pull katib/metrics-collector
```

Handout (🥉18 · ⭐ 1.8K) - Turn Python scripts into handouts with Markdown and figures. Apache-2

GitHub (👨‍💻 2 · 🔀 92 · 📦 7 · 📋 39 - 33% open · ⏱️ 08.11.2019):
```
 git clone https://github.com/danijar/handout
```
PyPi (📥 220 / month · 📦 1 · ⏱️ 08.11.2019):
```
 pip install handout
```

Shiny (🥉17 · ⭐ 3.7K) - Easy interactive web applications with R. ❗️GPL-3.0

GitHub (👨‍💻 53 · 🔀 1.5K · 📋 1.9K - 24% open · ⏱️ 16.01.2020):
```
 git clone https://github.com/rstudio/shiny
```

SQLFlow (🥉17 · ⭐ 3.5K) - Brings SQL and AI together. Apache-2

GitHub (👨‍💻 30 · 🔀 540 · 📋 660 - 26% open · ⏱️ 22.01.2020):
```
 git clone https://github.com/sql-machine-learning/sqlflow
```
Dockerhub (📥 16K · ⭐ 1 · ⏱️ 24.01.2020):
```
 docker pull sqlflow/sqlflow
```

MediaPipe (🥉15 · ⭐ 4.3K) - MediaPipe is a cross-platform framework for building multimodal applied.. Apache-2

GitHub (👨‍💻 2 · 🔀 760 · 📋 400 - 16% open · ⏱️ 18.01.2020):
```
 git clone https://github.com/google/mediapipe
```

EuclidesDB (🥉14 · ⭐ 570) - A multi-model machine learning feature embedding database. Apache-2

GitHub (👨‍💻 2 · 🔀 26 · 📥 220 · 📦 1 · 📋 22 - 50% open · ⏱️ 15.09.2019):
```
 git clone https://github.com/perone/euclidesdb
```
PyPi (📥 60 / month · ⏱️ 12.02.2019):
```
 pip install euclides
```
Dockerhub (📥 220 · ⭐ 1 · ⏱️ 12.02.2019):
```
 docker pull euclidesdb/euclidesdb
```

Show 2 hidden projects...

Botpress (🥇28 · ⭐ 8.3K) - The Conversational Platform with built-in language understanding (NLU),.. ❗️AGPL-3.0

GitHub (👨‍💻 120 · 🔀 920 · 📦 340 · 📋 940 - 12% open · ⏱️ 24.01.2020):
```
 git clone https://github.com/botpress/botpress
```
NPM (📥 1.2K / month · 📦 170 · ⏱️ 19.01.2019):
```
 npm install botpress
```

MLDB (🥉14 · ⭐ 560 · 💀) - MLDB is the Machine Learning Database. Apache-2

GitHub (👨‍💻 17 · 🔀 81 · 📋 27 - 88% open · ⏱️ 09.10.2018):
```
 git clone https://github.com/mldbai/mldb
```

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
history		history
README.md		README.md
projects.yaml		projects.yaml

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

history

history

README.md

README.md

projects.yaml

projects.yaml

Repository files navigation

Contents

Explanation

IDEs & Notebook Editors

Machine Learning Platforms

Business Intelligence

Job Scheduler & Pipelines

Data Integration & Ingestion

Data Batch & Stream Processing

Data Labeling & Annotation

Data Visualization & Exploration

Model Visualization

Model Deployment

ML Applications & Services

Performance Optimization & Accelerators

Data Storage

Database GUIs

Others

About

Releases

Packages

LukasMasuch/best-of-ml-tools

Folders and files

Latest commit

History

Repository files navigation

Contents

Explanation

IDEs & Notebook Editors

Machine Learning Platforms

Business Intelligence

Job Scheduler & Pipelines

Data Integration & Ingestion

Data Batch & Stream Processing

Data Labeling & Annotation

Data Visualization & Exploration

Model Visualization

Model Deployment

ML Applications & Services

Performance Optimization & Accelerators

Data Storage

Database GUIs

Others

About

Resources

Stars

Watchers

Forks