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The Top 335 Statistics Open Source Projects
Categories
>
Data Processing
>
Statistics
Scikit Learn
⭐
45,707
scikit-learn: machine learning in Python
Probabilistic Programming And Bayesian Methods For Hackers
⭐
22,992
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Virgilio
⭐
13,039
Your new Mentor for Data Science E-Learning.
G2
⭐
10,648
📊 A highly interactive data-driven visualization grammar for statistical charts.
Analytics
⭐
7,657
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
Pandas Profiling
⭐
7,270
Create HTML profiling reports from pandas DataFrame objects
Umami
⭐
6,838
Umami is a simple, fast, website analytics alternative to Google Analytics.
Statsmodels
⭐
6,303
Statsmodels: statistical modeling and econometrics in Python
Git Stats
⭐
5,677
🍀 Local git statistics including GitHub-like contributions calendars.
Boltons
⭐
5,451
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Smile
⭐
5,249
Statistical Machine Intelligence & Learning Engine
Imbalanced Learn
⭐
5,225
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Gonum
⭐
4,857
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Tokei
⭐
4,851
Count your code, quickly.
Git Quick Stats
⭐
4,743
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
Edward
⭐
4,631
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Framework
⭐
4,089
Machine learning, computer vision, statistics and general scientific computing for .NET
Tautulli
⭐
3,873
A Python based monitoring and tracking tool for Plex Media Server.
Probability
⭐
3,300
Probabilistic reasoning and statistical analysis in TensorFlow
Xlearn
⭐
2,880
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
Miller
⭐
2,733
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Datascience
⭐
2,623
Curated list of Python resources for data science.
Tablesaw
⭐
2,583
Java dataframe and visualization library
Simple Statistics
⭐
2,573
simple statistics for node & browser javascript
Stdlib
⭐
2,554
✨ Standard library for JavaScript and Node.js. ✨
Mathnet Numerics
⭐
2,499
Math.NET Numerics
Laravel Analytics
⭐
2,460
A Laravel package to retrieve pageviews and other data from Google Analytics
Scc
⭐
2,435
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go
Awesome Quant
⭐
2,324
中国的Quant相关资源索引
Gitinspector
⭐
1,987
📊 The statistical analysis tool for git repositories
Stats
⭐
1,972
A well tested and comprehensive Golang statistics library package with no dependencies.
Stat Cookbook
⭐
1,946
📙 The probability and statistics cookbook
Eiten
⭐
1,918
Statistical and Algorithmic Investing Strategies for Everyone
Machine Learning With Python
⭐
1,908
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Math Php
⭐
1,895
Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
Pyflux
⭐
1,871
Open source time series library for Python
Data Science Question Answer
⭐
1,809
A repo for data science related questions and answers
Pgmpy
⭐
1,790
Python Library for learning (Structure and Parameter) and inference (Statistical and Causal) in Bayesian Networks.
Criterion.rs
⭐
1,786
Statistics-driven benchmarking library for Rust
Lifelines
⭐
1,612
Survival analysis in Python
Mne Python
⭐
1,590
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Sweetviz
⭐
1,561
Visualize and compare datasets, target values and associations, with one line of code.
Mlr
⭐
1,483
Machine Learning in R
Root
⭐
1,427
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
Ml Videos
⭐
1,425
A collection of video resources for machine learning
Papers Literature Ml Dl Rl Ai
⭐
1,419
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Laravel Stats
⭐
1,414
📈 Get insights about your Laravel or Lumen Project
Hackermath
⭐
1,383
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Awesome_time_series_in_python
⭐
1,305
This curated list contains python packages for time series analysis
Dstat
⭐
1,267
Versatile resource statistics tool (the real one, not the Red Hat clone)
Data Science Best Resources
⭐
1,246
Carefully curated resource links for data science in one place
Tsv Utils
⭐
1,225
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
Hyperlearn
⭐
1,210
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Lifetimes
⭐
1,103
Lifetime value in Python
Pycm
⭐
1,092
Multi-class confusion matrix library in Python
Ppd599
⭐
1,075
USC urban data science course series with Python and Jupyter
Mlj.jl
⭐
1,071
A Julia machine learning framework
Datumbox Framework
⭐
1,065
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
Benchee
⭐
991
Easy and extensible benchmarking in Elixir providing you with lots of statistics!
Owl
⭐
929
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Pystan2
⭐
914
PyStan, the Python interface to Stan
Gamblers Dice
⭐
896
A terrible idea, now real.
Awesome Python Data Science
⭐
886
Probably the best curated list of data science software in Python.
Github Repo Size
⭐
884
🚀 Chrome extension to display repository size on GitHub
Homer
⭐
880
HOMER - 100% Open-Source SIP / VoIP Packet Capture & Monitoring
Cracking The Data Science Interview
⭐
752
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Statistical Rethinking With Python And Pymc3
⭐
720
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Notes
⭐
720
Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.
Fecon235
⭐
718
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
Pingouin
⭐
716
Statistical package in Python based on Pandas
Learn Julia The Hard Way
⭐
685
Learn Julia the hard way!
Distributions.jl
⭐
681
A Julia package for probability distributions and associated functions.
Statswithjuliabook
⭐
680
Build
⭐
663
TeaWeb-可视化的Web代理服务。DEMO: http://teaos.cn:7777
Sigmaswiftstatistics
⭐
625
A collection of functions for statistical calculation written in Swift.
Machine_learning_tutorials
⭐
620
Code, exercises and tutorials of my personal blog ! 📝
Swagger Stats
⭐
595
API Observability. Trace API calls and Monitor API performance, health and usage statistics in Node.js Microservices.
Analytics.usa.gov
⭐
570
The US federal government's web traffic.
Gramm
⭐
557
Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.
Onlinestats.jl
⭐
531
⚡ Single-pass algorithms for statistics ⚡
Dataframe Go
⭐
528
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Cvpr 2019 Paper Statistics
⭐
528
Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)
Githut
⭐
527
Github Language Statistics
Geomstats
⭐
526
Computations and statistics on manifolds with geometric structures.
Facebook_data_analyzer
⭐
517
Analyze facebook copy of your data with ruby language. Download zip file from facebook and get info about friends ranking by message, vocabulary, contacts, friends added statistics and more
Phpmemadmin
⭐
512
Bringing Memcached to the web.
Github Stats
⭐
512
Better GitHub statistics images for your profile, no external server required
Gtsummary
⭐
500
Presentation-Ready Data Summary and Analytic Result Tables
Glass Isc Dhcp
⭐
499
Glass - ISC DHCP Server Interface
Fieldtrip
⭐
497
The MATLAB toolbox for MEG, EEG and iEEG analysis
Folder Explorer
⭐
492
分析文件目录，统计数据并以树形结构和图表的形式展示结果，也可以导出多种格式留存
Python For Probability Statistics And Machine Learning
⭐
491
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
R
⭐
476
Exercises (incl. analyses) with R language (math+statistics)
Renjin
⭐
468
JVM-based interpreter for the R language for the statistical analysis.
Teaching
⭐
468
Teaching Materials for Dr. Waleed A. Yousef
Jasp Desktop
⭐
457
JASP aims to be a complete statistical package for both Bayesian and Frequentist statistical methods, that is easy to use and familiar to users of SPSS
Edward2
⭐
449
A simple probabilistic programming language.
Sjplot
⭐
441
sjPlot - Data Visualization for Statistics in Social Science
Librmath.js
⭐
427
Javascript Pure Implementation of Statistical R "core" numerical libRmath.so
Rweekly.org
⭐
426
R Weekly
1-100 of 335 projects
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Advertising
📦 10
All Projects
Application Programming Interfaces
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📦 192
Artificial Intelligence
📦 78
Blockchain
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Build Tools
📦 113
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📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210