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The Top 950 Python R Open Source Projects on Github

Spark ⭐ 31,073
Apache Spark - A unified analytics engine for large-scale data processing
Graal ⭐ 16,049
GraalVM: Run Programs Faster Anywhere 🚀
Dash ⭐ 15,264
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
Prophet ⭐ 13,469
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Lightgbm ⭐ 13,051
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.
Mal ⭐ 8,139
mal - Make a Lisp
Ds Cheatsheets ⭐ 7,129
List of Data Science Cheatsheets to rule the world
Catboost ⭐ 6,137
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.
H2o 3 ⭐ 5,574
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.
Metaflow ⭐ 4,762
🚀 Build and manage real-life data science projects with ease!
Papermill ⭐ 4,352
📚 Parameterize, execute, and analyze notebooks
Data Science At The Command Line ⭐ 3,134
Data Science at the Command Line
Wave ⭐ 2,739
Realtime Web Apps and Dashboards for Python and R
Awesome Machine Learning Interpretability ⭐ 2,260
A curated list of awesome machine learning interpretability resources.
Ml Workspace ⭐ 2,232
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Awesome Quant ⭐ 2,175
中国的Quant相关资源索引
Forecasting ⭐ 1,990
Time Series Forecasting Best Practices & Examples
Differentialequations.jl ⭐ 1,965
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
M2cgen ⭐ 1,913
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
Datasciencecoursera ⭐ 1,838
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
Esl Cn ⭐ 1,778
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
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.).
Arl ⭐ 1,576
lists of most popular repositories for most favoured programming languages (according to StackOverflow)
Finmind ⭐ 1,548
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/
Aif360 ⭐ 1,524
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.
Nodebook ⭐ 1,490
Nodebook - Multi-Lang Web REPL + CLI Code runner
H2o Tutorials ⭐ 1,305
Tutorials and training material for the H2O Machine Learning Platform
Data Science Best Resources ⭐ 1,258
Carefully curated resource links for data science in one place
Naming Convention ⭐ 1,202
Templates for naming convention - TSQL, JavaScript, C#, R, Python, Powershell
Radian ⭐ 1,152
A 21 century R console
Cocalc ⭐ 947
CoCalc: Collaborative Calculation in the Cloud
Dash Bootstrap Components ⭐ 737
Bootstrap components for Plotly Dash
Fib ⭐ 714
Performance Benchmark of top Github languages
Mlpb ⭐ 697
Machine Learning Problem Bible | Problem Set Here >>
Book_sample ⭐ 592
another book on data science
Scimltutorials.jl ⭐ 536
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
Simpleitk ⭐ 534
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.
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
Vim Plugins Profile ⭐ 506
🕓 Profile Vim's plugins, generate awesome statistics and optimize Vim startup time
Geobr ⭐ 488
Easy access to official spatial data sets of Brazil in R and Python
Code ⭐ 459
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Jupyterlab_code_formatter ⭐ 445
A universal code formatter for JupyterLab.
H2o4gpu ⭐ 421
H2Oai GPU Edition
Dashr ⭐ 362
Create data science and AI web apps in R
Mostly Harmless Replication ⭐ 331
Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.
Cartola ⭐ 304
Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-20. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil and maybe in the world. Data cover years 2014-19.
Reactionrnn ⭐ 298
Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.
Gpboost ⭐ 254
Combining tree-boosting with Gaussian process and mixed effects models
Climate Change Data ⭐ 226
🌍 A curated list of APIs, open data and ML/AI projects on climate change
Shinystudio ⭐ 222
A fully Dockerized, self-hosted development environment for teams. Develop where you serve.
Gwu_data_mining ⭐ 215
Materials for GWU DNSC 6279 and DNSC 6290.
Rpy2 ⭐ 208
Interface to use R from Python
Complex Upset ⭐ 203
A library for creating complex UpSet plots with ggplot2 geoms
Jupyterlab Go To Definition ⭐ 198
Navigate to variable's definition with a click in JupyterLab (or with a few key strokes)
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!
Abess ⭐ 192
software for fast best-subset selection
Python Glmnet ⭐ 178
A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.
R Box ⭐ 178
R package for Sublime Text 3
Data Science Toolkit ⭐ 164
Collection of stats, modeling, and data science tools in Python and R.
Cheatsheet ⭐ 164
📝 A Repository for developers for different kinds of Programming Cheatsheets
Pyreadr ⭐ 163
Python package to read and write R RData and Rds files into/from pandas dataframes. No R or other external dependencies required.
R Bridge Install ⭐ 163
Install the R ArcGIS Tools
Cheatsheets.pdf ⭐ 159
📚 Various cheatsheets in PDF
Sendcode ⭐ 155
Send code and text to macOS and Linux Terminals, iTerm, ConEmu, Cmder, Tmux, Terminus; R (RStudio), Julia, IPython.
Datasciencevm ⭐ 150
Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
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.
Hacktoberfest2018 ⭐ 140
A repository for HacktoberFest 2018.
R Novice Gapminder ⭐ 138
R for Reproducible Scientific Analysis
Griffon Vm ⭐ 123
Griffon Data Science Virtual Machine
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. ⚡️
Xcode Time Tracker ⭐ 121
Applied Machine Learning ⭐ 117
A step-by-step guide to get started with Applied Machine Learning
Cgoes ⭐ 114
Research by Carlos Góes
Dockta ⭐ 97
🐳 A Docker image builder for researchers
Aws Lambda R Runtime ⭐ 94
Serverless execution of R code on AWS Lambda
Data Science Blogs ⭐ 93
A Handful of D(u)S(t)
Scatac Benchmarking ⭐ 92
Benchmarking computational single cell ATAC-seq methods
Sublime Ide R ⭐ 89
R-IDE: Make Sublime Text a perfect IDE for R
Marketing Data Science Application ⭐ 88
Lookup ⭐ 87
A repository of journalist's lookup tables.
Sharing_isl_python ⭐ 87
An Introduction to Statistical Learning with Applications in PYTHON
Ncm R ⭐ 86
R autocompletion for Neovim and vim 8 📝 📊 ⚡️
Spark Website ⭐ 84
Apache Spark Website
Gds_env ⭐ 81
A containerised platform for Geographic Data Science
Forecastml ⭐ 76
An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms
Kaggle Code ⭐ 75
A repository for some of the code I use in kaggle data science & machine learning tasks.
Apps ⭐ 74
Carson Sievert's web applications
Sporf ⭐ 72
This is the implementation of Sparse Projection Oblique Randomer Forest
Dss Workshops Archived ⭐ 71
IQSS Data Science Services workshop materials
Sql Server Language Extensions ⭐ 71
language-extensions-sqlserver
One Line Wonders ⭐ 70
OneLineWondersCode | 1000+ Commits | 279/300 One Liners | 200+ Forks | Actively maintained open-source collection of "one-line" programs performing various tasks in different languages
Earthlab.github.io ⭐ 69
A site dedicated to tutorials, course and other learning materials and resources developed by the Earth Lab team
Tableau Scraping ⭐ 68
Tableau scraper python library. R and Python scripts to scrape data from Tableau viz
Pragmaticai ⭐ 67
[Book]Pragmatic AI: An Introduction to Cloud-based Machine Learning
Otter Grader ⭐ 65
A Python and R autograding solution
Speed Comparison ⭐ 64
A repo which compares the speed of different programming languages.
Rtorch ⭐ 63
PyTorch bindings for R
Meetups Archivos ⭐ 62
Ppts, códigos y videos de las meetups, data science days, videollamadas y workshops. Data Science Research es una organización sin fines de lucro que busca difundir, descentralizar y difundir los conocimientos en Ciencia de Datos e Inteligencia Artificial en el Perú, dando oportunidades a nuevos talentos mediante MeetUps, Workshops y Semilleros de Conocimiento e Investigación.
Neon Data Skills ⭐ 59
Self-paced tutorials that review key data literacy concepts and data analysis skills. Published materials can be found at:
Machine_learning ⭐ 58
Tutorials/tips on machine learning related topics
1-100 of 950 projects

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