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Data Science & AutoML

Grouped by technology, as developers usually describe it.

247 tools

  1. Build dashboards and charts from your business data
    ★ 75.4kstars
    superset by apache · Free alternative to Tableau, Power BI
    Some setupSelf-hosted appHealthy
  2. Ask questions about your business data and get charts
    ★ 50.1kstars
    metabase by metabase · Free alternative to Tableau, Looker
    Some setupSelf-hosted appHealthy
  3. Train AI models of any size with less code
    ★ 31.4kstars
    pytorch-lightning by Lightning-AI
    For developersCode libraryHealthy
  4. Learn how companies use machine learning in real products
    ★ 30.8kstars
    applied-ml by eugeneyan
    No codingGuide or readingFair
  5. Learn data science with ready-to-run notebooks
    ★ 29.4kstars
    data-science-ipython-notebooks by donnemartin
    No codingGuide or readingUse with care
  6. Build full web apps using only Python
    ★ 29kstars
    reflex by reflex-dev
    For developersCode libraryHealthy
  7. Learn Bayesian statistics with code instead of math
    ★ 28.2kstars
    Probabilistic-Programming-and-Bayesian-Methods-for-Hackers by CamDavidsonPilon
    No codingGuide or readingFair
  8. Build data apps and dashboards in Python
    ★ 24.5kstars
    dash by plotly
    For developersCode libraryHealthy
  9. Build reliable data pipelines in Python
    ★ 24.1kstars
    prefect by PrefectHQ
    For developersCode libraryHealthy
  10. Chat with your spreadsheets and databases
    ★ 23.9kstars
    pandas-ai by sinaptik-ai · Free alternative to ChatGPT data analysis, Julius AI
    For developersCode libraryFair
  11. Use a modern, reactive notebook for Python
    ★ 23.4kstars
    marimo by marimo-team
    For developersCode libraryHealthy
  12. Make charts and plots with Python
    ★ 23.4kstars
    matplotlib by matplotlib
    For developersCode libraryHealthy
  13. Get financial market data in Python
    ★ 23.2kstars
    akshare by akfamily
    For developersCode libraryHealthy
  14. Build recommendation systems
    ★ 22kstars
    recommenders by recommenders-team
    For developersCode libraryHealthy
  15. Learn to apply machine learning to trading
    ★ 21.7kstars
    machine-learning-for-trading by stefan-jansen
    No codingGuide or readingHealthy
  16. Forecast sales, traffic or any trend over time
    ★ 20.5kstars
    prophet by meta · Free alternative to Excel forecasting
    For developersCode libraryHealthy
  17. Build quantitative trading systems in Python (Chinese)
    ★ 19.1kstars
    abu by bbfamily
    For developersCode libraryHealthy
  18. Build fast prediction models from tabular data
    ★ 18.9kstars
    LightGBM by lightgbm-org
    For developersCode libraryHealthy
  19. Use a more powerful interactive Python shell
    ★ 16.8kstars
    ipython by ipython
    Some setupCommand-line toolHealthy
  20. Build and monitor data pipelines
    ★ 16.4kstars
    dagster by dagster-io
    For developersCode libraryHealthy
  21. Analyze data in real time with a database built for AI
    ★ 16.2kstars
    doris by apache
    Some setupSelf-hosted appHealthy
  22. Version your data and ML experiments like code
    ★ 16kstars
    dvc by treeverse
    Some setupCommand-line toolHealthy
  23. Automate data science research with AI agents
    ★ 15.2kstars
    RD-Agent by microsoft
    For developersCode libraryHealthy
  24. Learn data science with a guided mentor
    ★ 15kstars
    Virgilio by virgili0
    No codingGuide or readingFair
  25. Automate machine-learning model tuning
    ★ 14.4kstars
    nni by microsoft
    For developersCode libraryUse with careArchived
  26. Learn Python for business analysis and trading
    ★ 14.3kstars
    python-training by jpmorganchase
    No codingGuide or readingHealthy
  27. Make attractive statistical charts in Python
    ★ 14.1kstars
    seaborn by mwaskom
    For developersCode libraryHealthy
  28. Get a full report on a dataset with one line of code
    ★ 13.7kstars
    fg-data-profiling by Data-Centric-AI-Community
    For developersCode libraryHealthy
  29. Query huge datasets across sources with SQL
    ★ 13.4kstars
    trino by trinodb
    Some setupSelf-hosted appHealthy
  30. Forecast time series with deep learning
    ★ 13kstars
    Time-Series-Library by thuml
    For developersCode libraryFair
  31. Clean up messy data in a spreadsheet-like tool
    ★ 12.1kstars
    OpenRefine by OpenRefine
    No codingDesktop appHealthy
  32. Use MySQL from the terminal with autocompletion
    ★ 12kstars
    mycli by dbcli
    Some setupCommand-line toolHealthy
  33. Check that your data is correct before using it
    ★ 11.9kstars
    great_expectations by fivetran
    For developersCode libraryHealthy
  34. Run statistical models and tests in Python
    ★ 11.7kstars
    statsmodels by statsmodels
    For developersCode libraryHealthy
  35. Find and fix errors in your data and labels
    ★ 11.7kstars
    cleanlab by cleanlab
    For developersCode libraryFair
  36. Speed up pandas by changing one line
    ★ 10.4kstars
    modin by modin-project
    For developersCode libraryFair
  37. Start data science projects with a clean structure
    ★ 10.1kstars
    cookiecutter-data-science by drivendataorg
    Some setupCommand-line toolHealthy
  38. Forecast and analyze time series
    ★ 10.1kstars
    sktime by sktime
    For developersCode libraryHealthy
  39. Let AI find the best machine-learning pipeline
    ★ 10.1kstars
    tpot by EpistasisLab
    For developersCode libraryFair
  40. Do data science on data you can't see directly
    ★ 10.1kstars
    PySyft by OpenMined
    For developersCode libraryHealthy

Showing 40 of 247. Search or open the full list for more.