Python R

Open-source Python projects categorized as R
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Topics: Python Machine Learning Data Science Artificial intelligence Data Visualization
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Top 17 Python R Projects

  • dash

    Data Apps & Dashboards for Python. No JavaScript Required.

    • Project mention: dash VS solara - a user suggested alternative | libhunt.com/r/dash | 2023-10-13

  • Prophet

    Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

    • Project mention: TimesFM (Time Series Foundation Model) for time-series forecasting | news.ycombinator.com | 2024-05-08

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  • catboost

    A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

    • Project mention: CatBoost: Open-source gradient boosting library | news.ycombinator.com | 2024-03-05

  • metaflow

    :rocket: Build and manage real-life ML, AI, and data science projects with ease!

    • Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05

  • papermill

    📚 Parameterize, execute, and analyze notebooks

    • Project mention: Spreadsheet errors can have disastrous consequences – yet we keep making them | news.ycombinator.com | 2024-01-25

    Pandas docs > Comparison with spreadsheets: https://pandas.pydata.org/docs/getting_started/comparison/co...

    Pandas docs > I/O > Excel files: https://pandas.pydata.org/docs/user_guide/io.html#excel-file...

    nteract/papermill: https://github.com/nteract/papermill :

    > papermill is a tool for parameterizing, executing, and analyzing Jupyter Notebooks. [...]

    > This opens up new opportunities for how notebooks can be used. For example:

    > - Perhaps you have a financial report that you wish to run with different values on the first or last day of a month or at the beginning or end of the year, using parameters makes this task easier.

    "The World Excel Championship is being broadcast on ESPN" (2022) https://news.ycombinator.com/item?id=32420925 :

    > Computational notebook speedrun ideas:

  • wave

    Realtime Web Apps and Dashboards for Python and R (by h2oai)

    • Project mention: Streamlit alternatives but for Rust? | /r/rust | 2023-10-01

    https://streamlit.io/ https://wave.h2o.ai/ https://reflex.dev/

  • m2cgen

    Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

  • SaaSHub

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  • AIF360

    A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

  • radian

    A 21 century R console

  • arl

    lists of most popular repositories for most favoured programming languages (according to StackOverflow)

  • jupyterlab_code_formatter

    A JupyterLab plugin to facilitate invocation of code formatters.

  • market_risk_gan_tensorflow

    Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.

  • qgis-processing-r

    QGIS Processing R Provider Plugin

  • apple-health-exporter

    Python module to export Apple Health dump file to a data frame for analysis

    • Project mention: How can I import exported data from Health App into Excel? | /r/iphone | 2023-06-01

    Just one example: https://github.com/mganjoo/apple-health-exporter

  • nintendo-games-ratings

    Dataset and visualizations of Nintendo Games and ratings, scraped from metacritic.com

  • treeplotter

    A Python package for tree plotting. Wraps TreantJS and R's webshot package to render high-res tree visualizations.

  • r_freeze

    Pipreqs for R

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python R related posts

Index

What are some of the best open-source R projects in Python? This list will help you:

Project Stars
1 dash 20,544
2 Prophet 17,806
3 catboost 7,767
4 metaflow 7,630
5 papermill 5,636
6 wave 3,867
7 m2cgen 2,717
8 AIF360 2,316
9 radian 1,920
10 arl 1,884
11 jupyterlab_code_formatter 801
12 market_risk_gan_tensorflow 76
13 qgis-processing-r 63
14 apple-health-exporter 57
15 nintendo-games-ratings 18
16 treeplotter 13
17 r_freeze 1

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