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license-tracking

Tracking the licenses of useful tools and languages


Free and Open-Source

Amazon Web Services (AWS) Always Free

ArangoDB Community Edition (graph database)

Autopsy / The Sleuth Kit, plugins

Beam (open-source unified programming model)

BinderHub Hosting (Host Jupyter Notebooks)

Delta Lake (open-source storage framework for lakehouse architecture)

Docker Personal / Desktop (containerization)

Flink (compute engine)

Git (version control system)

Grafana Open Source Software

Grafana Cloud - Free Forever Cloud

Great Expectations (data quality platform)

Julia

Imhex hex editor

Kafka

Neo4j Community Edition

Notepad++ "Notepad plus plus" (text editor)

PowerShell Core (cross-platform command line shell and scripting language)

Python 3.11

Python Examples

Python pip (package manager for Python)

RabbitMQ message broker

Redis (in-memory data store)

Spark (compute engine)

SQLite (file-based SQL datastore)

TortoiseGit (Windows File Explorer git integration)

VS Code (light-weight cross-platform code editor)

VS Code Extensions (Python, PowerShell, Remote Repositories)


Open-Source Python Standard Library

  • pathlib - for working with paths (e.g. a data subfolder)

Open-Source Python Developer Tools

  • pip - package manager
  • wheel - wheel manager for safe, small, fast installations
  • black - formatter
  • ruff - linter
  • pyright - type checker

Open-Source Python External Libraries

  • beautifulsoup4 - data from web pages
  • bokeh - interactive charts 🌐 πŸ“Š BSD-3 - https://github.com/bokeh/bokeh/blob/branch-3.2/LICENSE.txt
  • delta-lake - Apache 2.0 - https://github.com/delta-io/delta-rs/blob/main/LICENSE.txt
  • dweepy - device feeds
  • geopy - geographic information
  • imageio - work with images
  • jinja2 - templating used by Shiny 🌐
  • jupyterlab - very popular web-based analytics environment ⭐
  • keras - neural networks machine learning, datasets
  • matplotlib - custom charts ⭐ πŸ’Ή
  • nltk - natural language toolkit, datasets
  • numpy - 1D Arrays
  • openpyxl - work with Excel files πŸ“‚
  • pandas - 2D panel / sheet data ⭐ https://github.com/pandas-dev/pandas/blob/main/LICENSE
  • pathlib - working with file system paths
  • pika - RabbitMQ interface - BSD-3 - https://pypi.org/project/pika/
  • plotly - MIT - https://plotly.com/python/is-plotly-free/
  • polars - fast DataFrame library for Rust and Python - MIT - https://github.com/pola-rs/polars/blob/master/LICENSE
  • prospector - static code analysis
  • pymongo - work with noSQL datastore MongoDB and Atlas
  • pyspark - work with Apache Spark
  • scikit-learn - machine learning
  • scipy - statistics and scientific computing
  • seaborn - quick charts, datasets ⭐ πŸ’Ή
  • shiny - interactive apps 🌐 πŸ“Š
  • shinyswatch - themes for Shiny apps 🌐
  • spacy - natural language processing
  • sqlite3 - work with relational databases and SQL ⭐
  • statsmodels - modeling, datasets
  • tensorflow - machine learning
  • textatistic - readability metrics
  • textblob - text processing
  • wordcloud - visualize frequency of text
  • xlsxwriter - writing formatted Excel files πŸ“‚

Proprietary

Great Expectations

Neo4J Non-Community Edition

WinHex


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