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The Top 855 Python R Open Source Projects

Ml For Beginners ⭐ 35,884
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 8 days ago
Spark ⭐ 32,906
Apache Spark - A unified analytics engine for large-scale data processing
dependent packages 882total releases 46most recent commit 17 hours ago
Graal ⭐ 17,037
GraalVM: Run Programs Faster Anywhere 🚀
dependent packages 58total releases 41most recent commit a day ago
Dash ⭐ 16,500
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
dependent packages 395total releases 149most recent commit 17 hours agopypi dash} Downloads
Prophet ⭐ 14,391
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
dependent packages 51total releases 14most recent commit 16 days agopypi fbprophet} Downloads
Lightgbm ⭐ 13,802
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
dependent packages 298total releases 28most recent commit 2 days agopypi lightgbm} Downloads
Ds Cheatsheets ⭐ 9,984
List of Data Science Cheatsheets to rule the world
most recent commit 2 months ago
Mal ⭐ 8,493
mal - Make a Lisp
most recent commit 2 months ago
Quantaxis ⭐ 6,528
QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案
dependent packages 18total releases 393most recent commit 3 days agopypi quantaxis} Downloads
Catboost ⭐ 6,522
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.
dependent packages 4total releases 58most recent commit 18 hours ago
H2o 3 ⭐ 5,824
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
dependent packages 30total releases 226most recent commit 17 hours ago
Metaflow ⭐ 5,613
🚀 Build and manage real-life data science projects with ease!
total releases 45most recent commit 7 days ago
Curlconverter ⭐ 5,456
Generate code from cURL commands
dependent packages 3total releases 96most recent commit 22 days agonpm curlconverter} Downloads
Papermill ⭐ 4,697
📚 Parameterize, execute, and analyze notebooks
dependent packages 103total releases 71most recent commit a day agopypi papermill} Downloads
Data Science At The Command Line ⭐ 3,231
Data Science at the Command Line
most recent commit 3 months ago
Wave ⭐ 2,906
Realtime Web Apps and Dashboards for Python and R
total releases 56most recent commit a day ago
Awesome Machine Learning Interpretability ⭐ 2,421
A curated list of awesome machine learning interpretability resources.
most recent commit 5 months ago
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 6 months ago
Awesome Quant ⭐ 2,175
中国的Quant相关资源索引
most recent commit a year ago
Forecasting ⭐ 2,122
Time Series Forecasting Best Practices & Examples
most recent commit 5 months ago
M2cgen ⭐ 2,089
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
dependent packages 3total releases 13most recent commit 10 days agopypi m2cgen} Downloads
Differentialequations.jl ⭐ 2,056
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
most recent commit 4 months ago
Esl Cn ⭐ 1,883
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
most recent commit 4 months ago
Datasciencecoursera ⭐ 1,838
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
most recent commit 9 months ago
Benchm Ml ⭐ 1,766
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
most recent commit 3 years ago
Aif360 ⭐ 1,725
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.
dependent packages 6total releases 9most recent commit 16 days agopypi aif360} Downloads
Finmind ⭐ 1,687
Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/
total releases 121most recent commit 2 months ago
Arl ⭐ 1,640
lists of most popular repositories for most favoured programming languages (according to StackOverflow)
most recent commit 3 days ago
Nodebook ⭐ 1,490
Nodebook - Multi-Lang Web REPL + CLI Code runner
most recent commit 9 months ago
Reticulate ⭐ 1,420
R Interface to Python
dependent packages 156total releases 30most recent commit 16 hours ago
H2o Tutorials ⭐ 1,380
Tutorials and training material for the H2O Machine Learning Platform
most recent commit a month ago
Radian ⭐ 1,368
A 21 century R console
total releases 34most recent commit 2 days ago
Data Science Best Resources ⭐ 1,258
Carefully curated resource links for data science in one place
most recent commit a year ago
Naming Convention ⭐ 1,208
Templates for naming convention - TSQL, JavaScript, C#, R, Python, Powershell
most recent commit 7 months ago
Stock_analysis_for_quant ⭐ 989
Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau
most recent commit 6 hours ago
Cocalc ⭐ 977
CoCalc: Collaborative Calculation in the Cloud
total releases 233most recent commit 9 hours ago
Adam ⭐ 924
ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark, and Apache Parquet. Apache 2 licensed.
dependent packages 17total releases 14most recent commit 2 days ago
Dash Bootstrap Components ⭐ 838
Bootstrap components for Plotly Dash
dependent packages 136total releases 192most recent commit a day agopypi dash-bootstrap-components} Downloads
Fib ⭐ 769
Performance Benchmark of top Github languages
most recent commit a month ago
Stm32 Rs ⭐ 721
Embedded Rust device crates for STM32 microcontrollers
dependent packages 13total releases 20most recent commit 5 days agocargo stm32f4} Downloads
Rappor ⭐ 698
RAPPOR: Privacy-Preserving Reporting Algorithms
most recent commit 3 years ago
Mlpb ⭐ 697
Machine Learning Problem Bible | Problem Set Here >>
most recent commit 2 years ago
Simpleitk ⭐ 618
SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.
dependent packages 158total releases 27most recent commit a day agopypi SimpleITK} Downloads
Scimltutorials.jl ⭐ 615
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
most recent commit a month ago
Book_sample ⭐ 592
another book on data science
most recent commit 2 years ago
Vim Plugins Profile ⭐ 569
🕓 Profile Vim's plugins, generate awesome statistics and optimize (n)vim startup time
most recent commit 2 months ago
Geobr ⭐ 564
Easy access to official spatial data sets of Brazil in R and Python
dependent packages 1total releases 13most recent commit 4 days ago
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
most recent commit a year ago
Jupyterlab_code_formatter ⭐ 525
A JupyterLab plugin to facilitate invocation of code formatters.
dependent packages 6total releases 45most recent commit 20 days agopypi jupyterlab-code-formatter} Downloads
Code ⭐ 459
Compilation of R and Python programming codes on the Data Professor YouTube channel.
most recent commit 7 months ago
Recsim ⭐ 454
A Configurable Recommender Systems Simulation Platform
total releases 13most recent commit a year ago
Delta Rs ⭐ 445
A native Rust library for Delta Lake, with bindings into Python and Ruby.
dependent packages 5total releases 25most recent commit 4 days agopypi deltalake} Downloads
H2o4gpu ⭐ 421
H2Oai GPU Edition
most recent commit a year ago
Awesome Conformal Prediction ⭐ 395
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.
most recent commit 13 hours ago
Dashr ⭐ 369
Create data science and AI web apps in R
dependent packages 1total releases 4most recent commit 4 months ago
Cartola ⭐ 358
Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-22. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil and maybe in the world. Data cover years 2014-22.
most recent commit 5 days ago
Change Detection Review ⭐ 352
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
most recent commit 10 months ago
Mostly Harmless Replication ⭐ 331
Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.
most recent commit a year ago
Gpboost ⭐ 317
Combining tree-boosting with Gaussian process and mixed effects models
total releases 43most recent commit 5 days ago
Reactionrnn ⭐ 298
Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.
most recent commit 3 years ago
Mais ⭐ 298
Código de tratamento e infraestrutura do datalake público BD+ | 📖 Docs: https://basedosdados.github.io/mais/
total releases 139most recent commit 12 hours ago
Rpy2 ⭐ 272
Interface to use R from Python
dependent packages 158total releases 105most recent commit 5 days agopypi rpy2} Downloads
Abess ⭐ 263
Fast Best-Subset Selection Library
total releases 14most recent commit 12 hours ago
Cheatsheet ⭐ 254
📝 A Repository for developers for different kinds of Programming Cheatsheets
most recent commit a day ago
Solaredge ⭐ 241
SolarEdge inverter logging data capture
most recent commit 2 months ago
Complex Upset ⭐ 237
A library for creating complex UpSet plots with ggplot2 geoms
total releases 8most recent commit 5 months ago
Tokio ⭐ 231
Asyncio event loop written in Rust language
dependent packages 2total releases 2most recent commit 4 years agopypi tokio} Downloads
Climate Change Data ⭐ 226
🌍 A curated list of APIs, open data and ML/AI projects on climate change
most recent commit 10 months ago
Datawrangling ⭐ 225
The ultimate reference guide to data wrangling with Python and R
most recent commit 4 months ago
Shinystudio ⭐ 222
A fully Dockerized, self-hosted development environment for teams. Develop where you serve.
most recent commit 2 years ago
Gwu_data_mining ⭐ 215
Materials for GWU DNSC 6279 and DNSC 6290.
most recent commit a year ago
Spacyr ⭐ 212
R wrapper to spaCy NLP
dependent packages 3total releases 7most recent commit 4 months ago
Pyreadr ⭐ 208
Python package to read and write R RData and Rds files into/from pandas dataframes. No R or other external dependencies required.
dependent packages 8total releases 33most recent commit 2 months agopypi pyreadr} Downloads
Jupyterlab Go To Definition ⭐ 198
Navigate to variable's definition with a click in JupyterLab (or with a few key strokes)
dependent packages 2total releases 19most recent commit 10 months agonpm @krassowski/jupyterlab_go_to_definition} Downloads
Achoo ⭐ 197
Achoo uses a Raspberry Pi to predict if my son will need his inhaler on any given day using weather, pollen, and air quality data. If the prediction for a given day is above a specified threshold, the Pi will email his school nurse, and myself, notifying her that he may need preemptive treatment. Community-sourced health monitoring!
most recent commit 2 years ago
Python Jwt ⭐ 191
Python module for generating and verifying JSON Web Tokens
dependent packages 33total releases 40most recent commit 5 months agopypi python-jwt} Downloads
Sharing_isl_python ⭐ 188
An Introduction to Statistical Learning with Applications in PYTHON
most recent commit 5 months ago
Sendcode ⭐ 187
Send code and text to macOS and Linux Terminals, iTerm, ConEmu, Cmder, Tmux, Terminus; R (RStudio), Julia, IPython.
most recent commit 3 months ago
R Box ⭐ 178
R package for Sublime Text 3
most recent commit 4 years ago
Python Glmnet ⭐ 178
A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.
dependent packages 4total releases 7most recent commit 2 years agopypi glmnet} Downloads
Data Science Toolkit ⭐ 164
Collection of stats, modeling, and data science tools in Python and R.
most recent commit a year ago
R Bridge Install ⭐ 163
Install the R ArcGIS Tools
most recent commit a year ago
Ml Capsule ⭐ 161
ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
most recent commit 2 days ago
Datasciencevm ⭐ 150
Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
most recent commit a year ago
Fund ⭐ 147
天天基金数据处理
most recent commit 5 years ago
Hacktoberfest2018 ⭐ 141
A repository for HacktoberFest 2018.
most recent commit 7 months ago
Miscellaneous R Code ⭐ 140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
most recent commit a year ago
R Novice Gapminder ⭐ 139
R for Reproducible Scientific Analysis
most recent commit 3 months ago
Griffon Vm ⭐ 123
Griffon Data Science Virtual Machine
most recent commit 2 years ago
Spark Standalone Cluster On Docker ⭐ 122
Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker. ⚡️
most recent commit a year ago
Xcode Time Tracker ⭐ 121
most recent commit 4 years ago
Applied Machine Learning ⭐ 117
A step-by-step guide to get started with Applied Machine Learning
most recent commit 4 years ago
Cgoes ⭐ 117
Research by Carlos Góes
most recent commit 3 months ago
Intercessor ⭐ 105
A smart ware-house management system
most recent commit 9 months ago
Pragmaticai ⭐ 103
[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning
most recent commit 2 months ago
Dockta ⭐ 97
🐳 A Docker image builder for researchers
dependent packages 2total releases 22most recent commit 9 months agonpm @stencila/dockta} Downloads
Marketing Data Science Application ⭐ 96
most recent commit 3 months ago
Kaggle Code ⭐ 95
A repository for some of the code I used in kaggle data science & machine learning tasks.
most recent commit 7 months ago
Sublime Ide R ⭐ 95
R-IDE: Make Sublime Text a perfect IDE for R
most recent commit 3 months ago
Aws Lambda R Runtime ⭐ 94
Serverless execution of R code on AWS Lambda
most recent commit 2 years ago
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