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The Top 349 Statistics Open Source Projects
Categories
>
Data Processing
>
Statistics
Scikit Learn
⭐
46,572
scikit-learn: machine learning in Python
Probabilistic Programming And Bayesian Methods For Hackers
⭐
23,383
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
⭐
13,099
Your new Mentor for Data Science E-Learning.
G2
⭐
10,805
📊 A highly interactive data-driven visualization grammar for statistical charts.
Umami
⭐
8,290
Umami is a simple, fast, website analytics alternative to Google Analytics.
Analytics
⭐
8,248
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
Pandas Profiling
⭐
7,655
Create HTML profiling reports from pandas DataFrame objects
Statsmodels
⭐
6,481
Statsmodels: statistical modeling and econometrics in Python
Git Stats
⭐
5,720
🍀 Local git statistics including GitHub-like contributions calendars.
Boltons
⭐
5,503
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Imbalanced Learn
⭐
5,358
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Smile
⭐
5,313
Statistical Machine Intelligence & Learning Engine
Tokei
⭐
5,189
Count your code, quickly.
Gonum
⭐
5,041
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Git Quick Stats
⭐
4,909
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
Edward
⭐
4,641
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Framework
⭐
4,110
Machine learning, computer vision, statistics and general scientific computing for .NET
Tautulli
⭐
3,954
A Python based monitoring and tracking tool for Plex Media Server.
Probability
⭐
3,393
Probabilistic reasoning and statistical analysis in TensorFlow
Xlearn
⭐
2,903
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
⭐
2,840
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Datascience
⭐
2,693
Curated list of Python resources for data science.
Tablesaw
⭐
2,650
Java dataframe and visualization library
Scc
⭐
2,639
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go
Simple Statistics
⭐
2,617
simple statistics for node & browser javascript
Stdlib
⭐
2,608
✨ Standard library for JavaScript and Node.js. ✨
Mathnet Numerics
⭐
2,560
Math.NET Numerics
Laravel Analytics
⭐
2,515
A Laravel package to retrieve pageviews and other data from Google Analytics
Awesome Quant
⭐
2,398
中国的Quant相关资源索引
Stats
⭐
2,023
A well tested and comprehensive Golang statistics library package with no dependencies.
Gitinspector
⭐
2,012
📊 The statistical analysis tool for git repositories
Machine Learning With Python
⭐
1,993
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Eiten
⭐
1,989
Statistical and Algorithmic Investing Strategies for Everyone
Stat Cookbook
⭐
1,957
📙 The probability and statistics cookbook
Math Php
⭐
1,935
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
Criterion.rs
⭐
1,893
Statistics-driven benchmarking library for Rust
Pyflux
⭐
1,890
Open source time series library for Python
Data Science Question Answer
⭐
1,876
A repo for data science related questions and answers
Pgmpy
⭐
1,843
Python Library for learning (Structure and Parameter) and inference (Probabilistic and Causal) in Bayesian Networks.
Sweetviz
⭐
1,675
Visualize and compare datasets, target values and associations, with one line of code.
Lifelines
⭐
1,660
Survival analysis in Python
Mne Python
⭐
1,629
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Papers Literature Ml Dl Rl Ai
⭐
1,509
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Mlr
⭐
1,493
Machine Learning in R
Root
⭐
1,484
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
Laravel Stats
⭐
1,434
📈 Get insights about your Laravel or Lumen Project
Ml Videos
⭐
1,432
A collection of video resources for machine learning
Hackermath
⭐
1,391
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Awesome_time_series_in_python
⭐
1,389
This curated list contains python packages for time series analysis
Data Science Best Resources
⭐
1,359
Carefully curated resource links for data science in one place
Dstat
⭐
1,273
Versatile resource statistics tool (the real one, not the Red Hat clone)
Tsv Utils
⭐
1,243
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
Hyperlearn
⭐
1,209
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
⭐
1,137
Lifetime value in Python
Mlj.jl
⭐
1,137
A Julia machine learning framework
Pycm
⭐
1,108
Multi-class confusion matrix library in Python
Ppd599
⭐
1,092
USC urban data science course series with Python and Jupyter
Datumbox Framework
⭐
1,068
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
Benchee
⭐
1,004
Easy and extensible benchmarking in Elixir providing you with lots of statistics!
Awesome Python Data Science
⭐
963
Probably the best curated list of data science software in Python.
Owl
⭐
945
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Homer
⭐
931
HOMER - 100% Open-Source SIP / VoIP Packet Capture & Monitoring
Cracking The Data Science Interview
⭐
914
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Pystan2
⭐
911
PyStan, the Python interface to Stan
Github Repo Size
⭐
909
🚀 Chrome extension to display repository size on GitHub
Gamblers Dice
⭐
898
A terrible idea, now real.
Yt Channels Ds Ai Ml Cs
⭐
896
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
Pingouin
⭐
765
Statistical package in Python based on Pandas
Notes
⭐
731
Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.
Fecon235
⭐
730
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
Statistical Rethinking With Python And Pymc3
⭐
729
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Statswithjuliabook
⭐
725
Github Stats
⭐
720
Better GitHub statistics images for your profile, no external server required
Distributions.jl
⭐
718
A Julia package for probability distributions and associated functions.
Learn Julia The Hard Way
⭐
701
Learn Julia the hard way!
Build
⭐
680
TeaWeb-可视化的Web代理服务。DEMO: http://teaos.cn:7777
Machine_learning_tutorials
⭐
637
Code, exercises and tutorials of my personal blog ! 📝
Sigmaswiftstatistics
⭐
630
A collection of functions for statistical calculation written in Swift.
Swagger Stats
⭐
615
API Observability. Trace API calls and Monitor API performance, health and usage statistics in Node.js Microservices.
Dataframe Go
⭐
578
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Analytics.usa.gov
⭐
572
The US federal government's web traffic.
Geomstats
⭐
571
Computations and statistics on manifolds with geometric structures.
Gramm
⭐
569
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
⭐
564
⚡ Single-pass algorithms for statistics ⚡
Githut
⭐
554
Github Language Statistics
Cvpr 2019 Paper Statistics
⭐
529
Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)
Gtsummary
⭐
525
Presentation-Ready Data Summary and Analytic Result Tables
Facebook_data_analyzer
⭐
521
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
⭐
514
Bringing Memcached to the web.
Fieldtrip
⭐
513
The MATLAB toolbox for MEG, EEG and iEEG analysis
Teaching
⭐
510
Teaching Materials for Dr. Waleed A. Yousef
Glass Isc Dhcp
⭐
509
Glass - ISC DHCP Server Interface
Folder Explorer
⭐
506
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
⭐
501
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
R
⭐
493
Exercises (incl. analyses) with R language (math+statistics)
Uncertainty Baselines
⭐
483
High-quality implementations of standard and SOTA methods on a variety of tasks.
Jasp Desktop
⭐
479
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
⭐
477
A simple probabilistic programming language.
Renjin
⭐
469
JVM-based interpreter for the R language for the statistical analysis.
Sjplot
⭐
459
sjPlot - Data Visualization for Statistics in Social Science
1-100 of 349 projects
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Advertising
📦 10
All Projects
Application Programming Interfaces
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Applications
📦 192
Artificial Intelligence
📦 78
Blockchain
📦 73
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