Releases: ml-tooling/best-of-ml-python
Update: 2021.04.08
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- pandas (🥇43 · ⭐ 29K · 📈) - Flexible and powerful data analysis / manipulation library for..
BSD-3
- networkx (🥇35 · ⭐ 8.9K · 📈) - Network Analysis in Python.
BSD-3
- Shapely (🥇34 · ⭐ 2.2K · 📈) - Manipulation and analysis of geometric objects.
BSD-3
- Rasterio (🥈32 · ⭐ 1.5K · 📈) - Rasterio reads and writes geospatial raster datasets.
BSD-3
- opencv-python (🥇31 · ⭐ 1.9K · 📈) - Automated CI toolchain to produce precompiled opencv-python,..
MIT
- Stable Baselines (🥈26 · ⭐ 3.1K · 📈) - A fork of OpenAI Baselines, implementations of..
MIT
- fancyimpute (🥈26 · ⭐ 950 · 📈) - Multivariate imputation and matrix completion..
Apache-2
- swifter (🥉25 · ⭐ 1.6K · 📈) - A package which efficiently applies any function to a pandas..
MIT
- pyvips (🥉24 · ⭐ 310 · 📈) - python binding for libvips using cffi.
MIT
- Orion (🥈24 · ⭐ 190 · 📈) - Asynchronous Distributed Hyperparameter Optimization.
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Tokenizers (🥈27 · ⭐ 4.4K · 📉) - Fast State-of-the-Art Tokenizers optimized for Research and..
Apache-2
- DeepSpeech (🥈26 · ⭐ 17K · 📉) - DeepSpeech is an open source embedded (offline, on-..
MPL-2.0
- T5 (🥉23 · ⭐ 3.3K · 📉) - Code for the paper Exploring the Limits of Transfer Learning with..
Apache-2
Update: 2021.04.01
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- gensim (🥇36 · ⭐ 12K · 📈) - Topic Modelling for Humans.
❗️LGPL-2.1
- luigi (🥇33 · ⭐ 14K · 📈) - Luigi is a Python module that helps you build complex pipelines of..
Apache-2
- detectron2 (🥈28 · ⭐ 16K · 📈) - Detectron2 is FAIR's next-generation platform for object..
Apache-2
- ClearML (🥈26 · ⭐ 2.3K · 📈) - ClearML - Auto-Magical Suite of tools to streamline your ML..
Apache-2
- garage (🥈24 · ⭐ 1.1K · 📈) - A toolkit for reproducible reinforcement learning research.
MIT
- fancyimpute (🥈24 · ⭐ 950 · 📈) - Multivariate imputation and matrix completion..
Apache-2
- vit-pytorch (🥉20 · ⭐ 3.2K · 🐣) - Implementation of Vision Transformer, a simple way to..
MIT
- ivis (🥉20 · ⭐ 220 · 📈) - Dimensionality reduction in very large datasets using Siamese..
Apache-2
- lightly (🥉19 · ⭐ 690 · 🐣) - A python library for self-supervised learning on images.
MIT
- Lambda Networks (🥉17 · ⭐ 1.4K · 🐣) - Implementation of LambdaNetworks, a new approach to..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Seaborn (🥇36 · ⭐ 8.3K · 📉) - Statistical data visualization using matplotlib.
BSD-3
- StatsModels (🥈32 · ⭐ 6.2K · 📉) - Statsmodels: statistical modeling and econometrics in Python.
BSD-3
- xlrd (🥇32 · ⭐ 1.9K · 📉) - Please use openpyxl where you can...
BSD-3
- yfinance (🥇28 · ⭐ 4.7K · 📉) - Yahoo! Finance market data downloader (+faster Pandas..
Apache-2
- sktime (🥈24 · ⭐ 3.8K · 📉) - A unified framework for machine learning with time series.
BSD-3
- HyperTools (🥉23 · ⭐ 1.6K · 📉) - A Python toolbox for gaining geometric insights into high-..
MIT
- SUOD (🥉20 · ⭐ 250 · 📉) - (MLSys' 21) An Acceleration System for Large-scare Unsupervised..
BSD-2
- NiftyNet (🥉19 · ⭐ 1.3K · 💤) - [unmaintained] An open-source convolutional neural..
Apache-2
- HpBandSter (🥉19 · ⭐ 460 · 💀) - a distributed Hyperband implementation on Steroids.
BSD-3
- DeepGraph (🥉16 · ⭐ 230 · 📉) - Analyze Data with Pandas-based Networks. Documentation:.
BSD-3
➕ Added Projects
Projects that were recently added to this best-of list.
- bodywork-core (🥉9 · ⭐ 150 · 🐣) - Deploy machine learning projects developed in Python, to..
❗️AGPL-3.0
Update: 2021.03.11
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Celery (🥇39 · ⭐ 17K · 📈) - Asynchronous task queue/job queue based on distributed message passing.
BSD-3
- Airflow (🥇36 · ⭐ 21K · 📈) - Platform to programmatically author, schedule, and monitor..
Apache-2
- pyproj (🥈31 · ⭐ 580 · 📈) - Python interface to PROJ (cartographic projections and coordinate..
MIT
- Pydub (🥇30 · ⭐ 5.2K · 📈) - Manipulate audio with a simple and easy high level interface.
MIT
- PyTorch Geometric (🥇29 · ⭐ 10K · 📈) - Geometric Deep Learning Extension Library for PyTorch.
MIT
- torchaudio (🥈29 · ⭐ 1.3K · 📈) - Data manipulation and transformation for audio signal..
BSD-2
- PyTorch Image Models (🥈28 · ⭐ 7.9K · 📈) - PyTorch image models, scripts, pretrained weights --..
Apache-2
- snorkel (🥉28 · ⭐ 4.5K · 📈) - A system for quickly generating training data with weak..
Apache-2
- ipyleaflet (🥉28 · ⭐ 1.1K · 📈) - A Jupyter - Leaflet.js bridge.
MIT
- scattertext (🥉24 · ⭐ 1.5K · 📈) - Beautiful visualizations of how language differs among..
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- networkx (🥇33 · ⭐ 8.8K · 📉) - Network Analysis in Python.
BSD-3
- dask (🥇32 · ⭐ 8K · 📉) - Parallel computing with task scheduling.
BSD-3
- dask.distributed (🥇31 · ⭐ 1.2K · 📉) - A distributed task scheduler for Dask.
BSD-3
- torchtext (🥈29 · ⭐ 2.7K · 📉) - Data loaders and abstractions for text and NLP.
BSD-3
- baselines (🥇27 · ⭐ 11K · 💀) - OpenAI Baselines: high-quality implementations of reinforcement..
MIT
- tensorpack (🥉27 · ⭐ 6K · 📉) - A Neural Net Training Interface on TensorFlow, with focus..
Apache-2
- stanza (🥈25 · ⭐ 5.3K · 📉) - Official Stanford NLP Python Library for Many Human Languages.
Apache-2
- PyCUDA (🥈25 · ⭐ 1.1K · 📉) - CUDA integration for Python, plus shiny features.
MIT
- pyopencl (🥈24 · ⭐ 790 · 📉) - OpenCL integration for Python, plus shiny features.
MIT
- PyTextRank (🥉22 · ⭐ 1.5K · 📉) - Python implementation of TextRank for phrase extraction and..
MIT
Update: 2021.03.04
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- MXNet (🥈34 · ⭐ 19K · 📈) - Lightweight, Portable, Flexible Distributed/Mobile Deep..
Apache-2
- scikit-image (🥇33 · ⭐ 4.2K · 📈) - Image processing in Python.
BSD-2
- xmltodict (🥇32 · ⭐ 4.3K · 💤) - Python module that makes working with XML feel like you are..
MIT
- fastText (🥇30 · ⭐ 22K · 💤) - Library for fast text representation and classification.
MIT
- VisPy (🥈29 · ⭐ 2.6K · 📈) - High-performance interactive 2D/3D data visualization library.
BSD-3
- metric-learn (🥈24 · ⭐ 1.1K · 💤) - Metric learning algorithms in Python.
MIT
- bt (🥈24 · ⭐ 980 · 📈) - bt - flexible backtesting for Python.
MIT
- DALEX (🥉20 · ⭐ 780 · 📈) - moDel Agnostic Language for Exploration and eXplanation.
❗️GPL-3.0
- SKLL (🥉18 · ⭐ 520 · 📈) - SciKit-Learn Laboratory (SKLL) makes it easy to run..
❗️BSD-1-Clause
- Hivemind (🥉17 · ⭐ 650 · 📈) - Decentralized deep learning in PyTorch. Built to train models on..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- numpy (🥇38 · ⭐ 16K · 📉) - The fundamental package for scientific computing with Python.
BSD-3
- luigi (🥈32 · ⭐ 14K · 📉) - Luigi is a Python module that helps you build complex pipelines of..
Apache-2
- jieba (🥇30 · ⭐ 26K · 💀) - Chinese Words Segmentation Utilities.
MIT
- Annoy (🥇29 · ⭐ 8.2K · 📉) - Approximate Nearest Neighbors in C++/Python optimized for memory..
Apache-2
- scikit-optimize (🥇29 · ⭐ 2.1K · 📉) - Sequential model-based optimization with a..
BSD-3
- mrjob (🥈27 · ⭐ 2.5K · 📉) - Run MapReduce jobs on Hadoop or Amazon Web Services.
Apache-2
- efficientnet (🥉23 · ⭐ 1.7K · 📉) - Implementation of EfficientNet model. Keras and..
Apache-2
- AstroML (🥉20 · ⭐ 730 · 📉) - Machine learning, statistics, and data mining for astronomy and..
BSD-2
- Caer (🥉20 · ⭐ 440 · 📉) - A lightweight Computer Vision library. Scale your models, not boilerplate.
MIT
- scikit-lego (🥉20 · ⭐ 430 · 📉) - Extra blocks for scikit-learn pipelines.
MIT
Update: 2021.02.25
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- torchvision (🥇36 · ⭐ 8.4K · 📈) - Datasets, Transforms and Models specific to Computer..
BSD-3
- TensorFlow Datasets (🥇32 · ⭐ 2.7K · 📈) - TFDS is a collection of datasets ready to use with..
Apache-2
- DeepSpeech (🥇31 · ⭐ 17K · 📈) - DeepSpeech is an open source embedded (offline, on-..
MPL-2.0
- fairseq (🥇31 · ⭐ 11K · 📈) - Facebook AI Research Sequence-to-Sequence Toolkit written in..
MIT
- Autograd (🥇30 · ⭐ 5.1K · 💀) - Efficiently computes derivatives of numpy code.
MIT
- pythreejs (🥉26 · ⭐ 700 · 📈) - A Jupyter - Three.js bridge.
BSD-3
- PyFlux (🥈23 · ⭐ 1.8K · 💀) - Open source time series library for Python.
BSD-3
- Torchbearer (🥉20 · ⭐ 580 · 📈) - torchbearer: A model fitting library for PyTorch.
MIT
- pandas-ml (🥉19 · ⭐ 270 · 💀) - pandas, scikit-learn, xgboost and seaborn integration.
BSD-3
- Orbit (🥉18 · ⭐ 330 · 📈) - Bayesian forecasting with object-oriented design and probabilistic..
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- scikit-image (🥇32 · ⭐ 4.2K · 📉) - Image processing in Python.
BSD-2
- mrjob (🥈29 · ⭐ 2.5K · 📉) - Run MapReduce jobs on Hadoop or Amazon Web Services.
Apache-2
- fastText (🥈27 · ⭐ 22K · 💤) - Library for fast text representation and classification.
MIT
- Datasette (🥈26 · ⭐ 4.7K · 📉) - An open source multi-tool for exploring and publishing data.
Apache-2
- inflect (🥈26 · ⭐ 480 · 📉) - Correctly generate plurals, ordinals, indefinite articles; convert..
MIT
- featuretools (🥈25 · ⭐ 5.4K · 📉) - An open source python library for automated feature..
BSD-3
- tabulator-py (🥉25 · ⭐ 200 · 📉) - Python library for reading and writing tabular data via streams.
MIT
- arch (🥉23 · ⭐ 650 · 📉) - ARCH models in Python.
❗️NCSA
- TensorWatch (🥉22 · ⭐ 3K · 📉) - Debugging, monitoring and visualization for Python Machine..
MIT
- AstroML (🥉22 · ⭐ 730 · 📉) - Machine learning, statistics, and data mining for astronomy and..
BSD-2
Update: 2021.02.18
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Seaborn (🥇37 · ⭐ 8.1K · 📈) - Statistical data visualization using matplotlib.
BSD-3
- imbalanced-learn (🥇31 · ⭐ 5K · 📈) - A Python Package to Tackle the Curse of Imbalanced..
MIT
- arch (🥈25 · ⭐ 640 · 📈) - ARCH models in Python.
❗️NCSA
- PyNNDescent (🥈25 · ⭐ 370 · 📈) - A Python nearest neighbor descent for approximate nearest..
BSD-2
- AstroML (🥈24 · ⭐ 730 · 📈) - Machine learning, statistics, and data mining for astronomy and..
BSD-2
- Caer (🥉23 · ⭐ 430 · 🐣) - A lightweight Computer Vision library. Scale your models, not boilerplate.
MIT
- NIPY (🥈22 · ⭐ 290 · 📈) - Neuroimaging in Python FMRI analysis package.
BSD-3
- lazypredict (🥉21 · ⭐ 380 · 📈) - Lazy Predict help build a lot of basic models without much..
MIT
- quinn (🥉21 · ⭐ 210 · 📈) - pyspark methods to enhance developer productivity.
Apache-2
- DESlib (🥉20 · ⭐ 310 · 📈) - A Python library for dynamic classifier and ensemble selection.
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- pandas (🥇40 · ⭐ 29K · 📉) - Flexible and powerful data analysis / manipulation library for..
BSD-3
- Ray (🥇32 · ⭐ 15K · 📉) - An open source framework that provides a simple, universal API for..
Apache-2
- mlflow (🥇32 · ⭐ 8.4K · 📉) - Open source platform for the machine learning lifecycle.
Apache-2
- tensor2tensor (🥇31 · ⭐ 11K · 📉) - Library of deep learning models and datasets designed..
Apache-2
- horovod (🥈29 · ⭐ 11K · 📉) - Distributed training framework for TensorFlow, Keras, PyTorch,..
Apache-2
- Nilearn (🥇29 · ⭐ 700 · 📉) - Machine learning for NeuroImaging in Python.
BSD-3
- Faiss (🥇28 · ⭐ 12K · 📉) - A library for efficient similarity search and clustering of dense vectors.
MIT
- DeepSpeech (🥉24 · ⭐ 16K · 📉) - DeepSpeech is an open source embedded (offline, on-..
MPL-2.0
- PyStan (🥉21 · ⭐ 35 · 📉) - PyStan, a Python interface to Stan, a platform for statistical modeling...
ISC
- pymap3d (🥉19 · ⭐ 180 · 📉) - pure-Python (Numpy optional) 3D coordinate conversions for geospace..
BSD-2
➕ Added Projects
Projects that were recently added to this best-of list.
- data-describe (🥉14 · ⭐ 250 · ➕) - datadescribe: Pythonic EDA Accelerator for Data Science.
Apache-2
- bias-detector (🥉10 · ⭐ 15 · ➕) - Bias Detector is a python package for detecting bias in machine..
MIT
Update: 2021.02.04
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- DeepSpeech (🥇31 · ⭐ 16K · 📈) - DeepSpeech is an open source embedded (offline, on-..
MPL-2.0
- PaddlePaddle (🥈30 · ⭐ 14K · 📈) - PArallel Distributed Deep LEarning: Machine Learning..
Apache-2
- UMAP (🥈30 · ⭐ 4.5K · 📈) - Uniform Manifold Approximation and Projection.
BSD-3
- hdbscan (🥇28 · ⭐ 1.8K · 📈) - A high performance implementation of HDBSCAN clustering.
BSD-3
- Datasette (🥈27 · ⭐ 4.6K · 📈) - An open source multi-tool for exploring and publishing data.
Apache-2
- hnswlib (🥈26 · ⭐ 1.3K · 📈) - Header-only C++/python library for fast approximate nearest..
Apache-2
- PyNNDescent (🥉23 · ⭐ 370 · 📈) - A Python nearest neighbor descent for approximate nearest..
BSD-2
- TTS (🥉20 · ⭐ 3.2K · 📈) - Deep learning for Text to Speech (Discussion forum:..
MPL-2.0
- Objax (🥉19 · ⭐ 560 · 🐣) - Objax is a machine learning framework that provides an Object..
Apache-2
jax
- ONNX-T5 (🥉15 · ⭐ 140 · 🐣) - Summarization, translation, sentiment-analysis, text-generation..
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- xmltodict (🥈30 · ⭐ 4.3K · 💤) - Python module that makes working with XML feel like you are..
MIT
- PyStan (🥉24 · ⭐ 910 · 📉) - Temporary home for PyStan version 3. Documentation: https://pystan-..
ISC
- dask-ml (🥈24 · ⭐ 680 · 📉) - Scalable Machine Learning with Dask.
BSD-3
- EfficientNets (🥈20 · ⭐ 1.2K · 📉) - Pretrained EfficientNet, EfficientNet-Lite, MixNet,..
Apache-2
- MLBox (🥉20 · ⭐ 1.2K · 📉) - MLBox is a powerful Automated Machine Learning python library.
❗️BSD-1-Clause
- EarthPy (🥉20 · ⭐ 220 · 📉) - A package built to support working with spatial data using open..
BSD-3
- Caer (🥉19 · ⭐ 420 · 🐣) - A lightweight Computer Vision library. Scale your models, not boilerplate.
MIT
- Paddle Graph Learning (🥉17 · ⭐ 890 · 📉) - Paddle Graph Learning (PGL) is an efficient and..
Apache-2
- Lambda Networks (🥉15 · ⭐ 1.3K · 🐣) - Implementation of LambdaNetworks, a new approach to..
MIT
- PandaPy (🥉13 · ⭐ 470 · 📉) - PandaPy has the speed of NumPy and the usability of Pandas 10x to..
MIT
Update: 2021.01.28
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- AllenNLP (🥇32 · ⭐ 9.6K · 📈) - An open-source NLP research library, built on PyTorch.
Apache-2
- GeoPandas (🥈31 · ⭐ 2.4K · 📈) - Python tools for geographic data.
BSD-3
- snowballstemmer (🥇30 · ⭐ 470 · 📈) - Snowball compiler and stemming algorithms.
BSD-3
- dbt (🥈29 · ⭐ 2.4K · 📈) - dbt (data build tool) enables data analysts and engineers to..
Apache-2
- Pyro (🥈28 · ⭐ 6.7K · 📈) - Deep universal probabilistic programming with Python and PyTorch.
Apache-2
- faust (🥈28 · ⭐ 5.2K · 📈) - Python Stream Processing.
BSD-3
- stanza (🥈28 · ⭐ 5.1K · 📈) - Official Stanford NLP Python Library for Many Human Languages.
Apache-2
- CleverHans (🥇27 · ⭐ 4.9K · 📈) - An adversarial example library for constructing attacks,..
MIT
- contextual-ai (🥉15 · ⭐ 66 · 📈) - Contextual AI adds explainability to different stages of..
Apache-2
- ONNX-T5 (🥉13 · ⭐ 140 · 🐣) - Summarization, translation, sentiment-analysis, text-generation..
Apache-2
➕ Added Projects
Projects that were recently added to this best-of list.
Update: 2021.01.21
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Tesseract (🥇30 · ⭐ 3.4K · 📈) - Python-tesseract is an optical character recognition (OCR)..
Apache-2
- SageMaker SDK (🥇30 · ⭐ 1.3K · 📈) - A library for training and deploying machine learning..
Apache-2
- Bottleneck (🥈29 · ⭐ 570 · 📈) - Fast NumPy array functions written in C.
BSD-2
- OpenNMT (🥈28 · ⭐ 4.8K · 📈) - Open Source Neural Machine Translation in PyTorch.
MIT
- dyNET (🥉28 · ⭐ 3.2K · 📈) - DyNet: The Dynamic Neural Network Toolkit.
Apache-2
- tslearn (🥇28 · ⭐ 1.4K · 📈) - A machine learning toolkit dedicated to time-series data.
BSD-2
- PDFMiner (🥉27 · ⭐ 4.5K · 💤) - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
MIT
- ftfy (🥈26 · ⭐ 2.9K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact.
MIT
- Pythran (🥈26 · ⭐ 1.5K · 📈) - Ahead of Time compiler for numeric kernels.
BSD-3
- Larq Compute Engine (🥉17 · ⭐ 120 · 📈) - Highly optimized inference engine for Binarized..
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- scikit-optimize (🥇30 · ⭐ 2K · 📉) - Sequential model-based optimization with a..
BSD-3
- TPOT (🥇29 · ⭐ 7.8K · 📉) - A Python Automated Machine Learning tool that optimizes..
❗️LGPL-3.0
- featuretools (🥈27 · ⭐ 5.3K · 📉) - An open source python library for automated feature..
BSD-3
- pyLDAvis (🥇27 · ⭐ 1.4K · 📉) - Python library for interactive topic model visualization...
BSD-3
- espnet (🥉24 · ⭐ 3.3K · 📉) - End-to-End Speech Processing Toolkit.
Apache-2
- Essentia (🥉22 · ⭐ 1.7K · 📉) - C++ library for audio and music analysis, description and..
❗️AGPL-3.0
- GPUtil (🥈22 · ⭐ 660 · 💀) - A Python module for getting the GPU status from NVIDA GPUs using..
MIT
- hiddenlayer (🥉19 · ⭐ 1.4K · 💤) - Neural network graphs and training metrics for..
MIT
- finetune (🥉19 · ⭐ 630 · 📉) - Scikit-learn style model finetuning for NLP.
MPL-2.0
- scikit-rebate (🥉19 · ⭐ 300 · 📉) - A scikit-learn-compatible Python implementation of..
MIT
➕ Added Projects
Projects that were recently added to this best-of list.
- PyFlink (🥈33 · ⭐ 15K · ➕) - Apache Flink Python API.
Apache-2
- pydeck (🥇33 · ⭐ 8.3K · ➕) - WebGL2 powered geospatial visualization layers.
MIT
- openpyxl (🥉22 · ⭐ 17 · ➕) - A Python library to read/write Excel 2010 xlsx/xlsm files.
MIT
- Objax (🥉18 · ⭐ 550 · 🐣) - Objax is a machine learning framework that provides an Object..
Apache-2
jax
- Vulkan Kompute (🥉16 · ⭐ 290 · 🐣) - General purpose GPU compute framework for cross vendor..
Apache-2
- pyRDF2Vec (🥉15 · ⭐ 79 · ➕) - Python Implementation and Extension of RDF2Vec.
MIT
Update: 2021.01.17
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Pillow (🥇39 · ⭐ 8.1K · 📈) - The friendly PIL fork (Python Imaging Library).
❗️PIL
- python-magic (🥈31 · ⭐ 1.8K · 📈) - A python wrapper for libmagic.
MIT
- fastText (🥇30 · ⭐ 22K · 📈) - Library for fast text representation and classification.
MIT
- PyOD (🥇29 · ⭐ 4K · 📈) - A Python Toolbox for Scalable Outlier Detection (Anomaly Detection).
BSD-2
- Tokenizers (🥈28 · ⭐ 4.2K · 📈) - Fast State-of-the-Art Tokenizers optimized for Research and..
Apache-2
- imutils (🥈28 · ⭐ 3.5K · 📈) - A series of convenience functions to make basic image processing..
MIT
- arviz (🥇28 · ⭐ 930 · 📈) - Exploratory analysis of Bayesian models with Python.
Apache-2
- Dagster (🥈27 · ⭐ 2.8K · 📈) - A data orchestrator for machine learning, analytics, and ETL.
Apache-2
- Jina (🥈27 · ⭐ 1.9K · 📈) - An easier way to build neural search in the cloud.
Apache-2
- zarr (🥉27 · ⭐ 620 · 📈) - An implementation of chunked, compressed, N-dimensional arrays for Python.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Tesseract (🥇29 · ⭐ 3.4K · 📉) - Python-tesseract is an optical character recognition (OCR)..
Apache-2
- SageMaker SDK (🥈29 · ⭐ 1.3K · 📉) - A library for training and deploying machine learning..
Apache-2
- Flax (🥉27 · ⭐ 1.4K · 📉) - Flax is a neural network ecosystem for JAX that is designed for..
Apache-2
jax
- Dopamine (🥈26 · ⭐ 9.3K · 📉) - Dopamine is a research framework for fast prototyping of..
Apache-2
- Ludwig (🥉25 · ⭐ 7.4K · 📉) - Ludwig is a toolbox that allows to train and evaluate deep..
Apache-2
- Captum (🥈25 · ⭐ 2.1K · 📉) - Model interpretability and understanding for PyTorch.
BSD-3
- Stable Baselines (🥈24 · ⭐ 2.8K · 📉) - A fork of OpenAI Baselines, implementations of..
MIT
- Singer (🥉23 · ⭐ 670 · 📉) - Standard for moving data between databases, web APIs, files,..
❗️AGPL-3.0
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Apache-2
➕ Added Projects
Projects that were recently added to this best-of list.
- sentence-transformers (🥈28 · ⭐ 3.9K · ➕) - Multilingual Sentence Embeddings using BERT / RoBERTa..
Apache-2
bert
xlnet
- Gradio (🥉23 · ⭐ 1.9K · ➕) - Wrap UIs around any model, share with anyone.
Apache-2
- Cornac (🥈22 · ⭐ 300 · ➕) - A Comparative Framework for Multimodal Recommender Systems.
Apache-2
- Caer (🥉21 · ⭐ 310 · 🐣) - A lightweight Computer Vision library. Scale your models, not boilerplate.
MIT
- FiftyOne (🥉18 · ⭐ 180 · ➕) - Visualize, create, and debug image and video datasets..
Apache-2
- celer (🥉17 · ⭐ 100 · ➕) - Fast sklearn solvers for sparse problems (group Lasso, adaptive..
BSD-3
- imodels (🥉16 · ⭐ 140 · ➕) - Interpretable ML package for concise, transparent, and accurate..
MIT