Python R

Open-source Python projects categorized as R
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Topics: #Python #Machine Learning #Data Science #CLI #Artificial intelligence
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Top 14 Python R Projects

  • dash

    Data Apps & Dashboards for Python. No JavaScript Required.

    Project mention: 4 Streamlit Alternatives for Building Python Data Apps | dev.to | 2023-02-08

    Plotly is a plotting library, and Dash is their open-source framework for building data apps with Python, R or Julia. (Dash also has an Enterprise version, but we'll focus on the open-source library here.)

  • Prophet

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

    Project mention: prophet: NEW Data - star count:15466.0 | reddit.com/r/algoprojects | 2023-02-08

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • metaflow

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

    Project mention: [OC] Gender diversity in Tech companies | reddit.com/r/dataisbeautiful | 2023-01-16

    They had to figure out video compression that worked at the volume that they wanted to deliver. They had to build and maintain their own CDN to be able to have a always available and consistent viewing experience. Don’t even get me started on the resiliency tools like hystrix that they were kind enough to open source. I mean, they have their own fucking data science framework and they’re looking into using neural networks to downscale video.. Sound familiar? That’s cause that’s practically the same thing as Nvidia’s DLSS (which upscales instead of downscales).

  • papermill

    📚 Parameterize, execute, and analyze notebooks

    Project mention: What's the best thing/library you learned this year ? | reddit.com/r/Python | 2022-12-16

    papermill bcpandas fastapi

  • wave

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

    Project mention: Nice GUI | news.ycombinator.com | 2022-11-21

    To write web gui in Python, there are some other open source alternatives.

    If just want to port simple shell interactive interface to web gui, can check https://github.com/pywebio/PyWebIO

    If want to get a production level dashboard by using Python, https://wave.h2o.ai/ <>

  • 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

    Project mention: Redis as a Database — Data Migration With RedisOM, RedisGears and Redlock | dev.to | 2023-01-22

    Notice that I’m using random values to populate the Sentiment field. You might compute the values for your fields based on other fields or actually use an ML model to perform the transformation. E.g. you could make use of m2cgen to transform trained models to pure python code and load them in **RedisGears **to be executed in a *GearsBuilder *instance. Another option is to pull out the big guns and go straight to RedisAI.

  • 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.

    Project mention: perspective off | reddit.com/r/datascience | 2022-09-15

    o https://aif360.mybluemix.net/

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • arl

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

    Project mention: Most-starred *insert programming language* GitHub repositories | news.ycombinator.com | 2022-08-16

  • radian

    A 21 century R console

  • 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.

    Project mention: VaR GaN: Estimate Value-at-Risk for market risk management using Keras and TensorFlow. Factor and Risk Analysis - star count:58.0 | reddit.com/r/algoprojects | 2022-06-12

  • 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

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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). The latest post mention was on 2023-02-08.

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 18,034
2 Prophet 15,471
3 metaflow 6,367
4 papermill 5,090
5 wave 3,399
6 m2cgen 2,375
7 AIF360 1,949
8 arl 1,728
9 radian 1,550
10 jupyterlab_code_formatter 648
11 market_risk_gan_tensorflow 65
12 nintendo-games-ratings 17
13 treeplotter 12
14 r_freeze 1

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