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The Top 323 Statistics Open Source Projects
Categories
>
Data Processing
>
Statistics
Scikit Learn
⭐
44,683
scikit-learn: machine learning in Python
Probabilistic Programming And Bayesian Methods For Hackers
⭐
22,606
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
⭐
12,979
Your new Mentor for Data Science E-Learning.
G2
⭐
10,497
📊 A highly interactive data-driven visualization grammar for statistical charts.
Pandas Profiling
⭐
6,837
Create HTML profiling reports from pandas DataFrame objects
Umami
⭐
6,280
Umami is a simple, fast, website analytics alternative to Google Analytics.
Statsmodels
⭐
6,041
Statsmodels: statistical modeling and econometrics in Python
Git Stats
⭐
5,623
🍀 Local git statistics including GitHub-like contributions calendars.
Analytics
⭐
5,596
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
Boltons
⭐
5,384
🔩 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
⭐
5,164
Statistical Machine Intelligence & Learning Engine
Imbalanced Learn
⭐
5,052
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Gonum
⭐
4,617
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Edward
⭐
4,603
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Tokei
⭐
4,550
Count your code, quickly.
Git Quick Stats
⭐
4,269
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
Framework
⭐
4,052
Machine learning, computer vision, statistics and general scientific computing for .NET
Tautulli
⭐
3,769
A Python based monitoring and tracking tool for Plex Media Server.
Probability
⭐
3,240
Probabilistic reasoning and statistical analysis in TensorFlow
Xlearn
⭐
2,842
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
⭐
2,667
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Datascience
⭐
2,538
Curated list of Python resources for data science.
Simple Statistics
⭐
2,531
simple statistics for node & browser javascript
Stdlib
⭐
2,479
✨ Standard library for JavaScript and Node.js. ✨
Tablesaw
⭐
2,476
Java dataframe and visualization library
Mathnet Numerics
⭐
2,421
Math.NET Numerics
Laravel Analytics
⭐
2,381
A Laravel package to retrieve pageviews and other data from Google Analytics
Awesome Quant
⭐
2,215
中国的Quant相关资源索引
Scc
⭐
2,144
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go
Gitinspector
⭐
1,940
📊 The statistical analysis tool for git repositories
Stat Cookbook
⭐
1,925
📙 The probability and statistics cookbook
Stats
⭐
1,918
A well tested and comprehensive Golang statistics library package with no dependencies.
Pyflux
⭐
1,850
Open source time series library for Python
Math Php
⭐
1,842
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
Eiten
⭐
1,829
Statistical and Algorithmic Investing Strategies for Everyone
Machine Learning With Python
⭐
1,780
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Pgmpy
⭐
1,711
Python Library for learning (Structure and Parameter) and inference (Statistical and Causal) in Bayesian Networks.
Data Science Question Answer
⭐
1,708
A repo for data science related questions and answers
Criterion.rs
⭐
1,673
Statistics-driven benchmarking library for Rust
Lifelines
⭐
1,572
Survival analysis in Python
Mne Python
⭐
1,516
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Mlr
⭐
1,468
Machine Learning in R
Ml Videos
⭐
1,418
A collection of video resources for machine learning
Laravel Stats
⭐
1,380
📈 Get insights about your Laravel or Lumen Project
Hackermath
⭐
1,375
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Root
⭐
1,359
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
Papers Literature Ml Dl Rl Ai
⭐
1,324
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Sweetviz
⭐
1,303
Visualize and compare datasets, target values and associations, with one line of code.
Dstat
⭐
1,253
Versatile resource statistics tool (the real one, not the Red Hat clone)
Tsv Utils
⭐
1,210
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
Awesome_time_series_in_python
⭐
1,208
This curated list contains python packages for time series analysis
Hyperlearn
⭐
1,201
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Data Science Best Resources
⭐
1,078
Carefully curated resource links for data science in one place
Lifetimes
⭐
1,068
Lifetime value in Python
Datumbox Framework
⭐
1,062
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
Pycm
⭐
1,059
Multi-class confusion matrix library in Python
Ppd599
⭐
1,058
USC urban data science course series with Python and Jupyter
Mlj.jl
⭐
969
A Julia machine learning framework
Benchee
⭐
954
Easy and extensible benchmarking in Elixir providing you with lots of statistics!
Owl
⭐
914
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Pystan2
⭐
911
PyStan, the Python interface to Stan
Gamblers Dice
⭐
897
A terrible idea, now real.
Github Repo Size
⭐
848
🚀 Chrome extension to display repository size on GitHub
Homer
⭐
843
HOMER - 100% Open-Source SIP / VoIP Packet Capture & Monitoring
Awesome Python Data Science
⭐
794
Probably the best curated list of data science software in Python.
Statistical Rethinking With Python And Pymc3
⭐
711
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Fecon235
⭐
704
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
Notes
⭐
703
Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.
Build
⭐
653
TeaWeb-可视化的Web代理服务。DEMO: http://teaos.cn:7777
Learn Julia The Hard Way
⭐
650
Learn Julia the hard way!
Statswithjuliabook
⭐
644
Distributions.jl
⭐
641
A Julia package for probability distributions and associated functions.
Cracking The Data Science Interview
⭐
636
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Pingouin
⭐
634
Statistical package in Python based on Pandas
Sigmaswiftstatistics
⭐
618
A collection of functions for statistical calculation written in Swift.
Machine_learning_tutorials
⭐
587
Code, exercises and tutorials of my personal blog ! 📝
Analytics.usa.gov
⭐
563
The US federal government's web traffic.
Swagger Stats
⭐
549
API Observability. Trace API calls and Monitor API performance, health and usage statistics in Node.js Microservices.
Cvpr 2019 Paper Statistics
⭐
531
Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)
Gramm
⭐
528
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.
Facebook_data_analyzer
⭐
514
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
⭐
510
Bringing Memcached to the web.
Onlinestats.jl
⭐
492
Single-pass algorithms for statistics
Geomstats
⭐
485
Computations and statistics on manifolds with geometric structures.
Glass Isc Dhcp
⭐
480
Glass - ISC DHCP Server Interface
Python For Probability Statistics And Machine Learning
⭐
478
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Fieldtrip
⭐
473
The MATLAB toolbox for MEG, EEG and iEEG analysis
Folder Explorer
⭐
473
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
Renjin
⭐
467
JVM-based interpreter for the R language for the statistical analysis.
Dataframe Go
⭐
459
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
R
⭐
455
Exercises (incl. analyses) with R language (math+statistics)
Jasp Desktop
⭐
440
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
Gtsummary
⭐
438
Presentation-Ready Data Summary and Analytic Result Tables
Sjplot
⭐
429
sjPlot - Data Visualization for Statistics in Social Science
Teaching
⭐
428
Teaching Materials for Dr. Waleed A. Yousef
Librmath.js
⭐
426
Javascript Pure Implementation of Statistical R "core" numerical libRmath.so
Fivethirtyeight
⭐
422
R package of data and code behind the stories and interactives at FiveThirtyEight
Datascience Ai Machinelearning Resources
⭐
414
Alex Castrounis' curated set of resources for artificial intelligence (AI), machine learning, data science, internet of things (IoT), and more.
Edward2
⭐
409
A simple probabilistic programming language.
Mlinterview
⭐
404
A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
1-100 of 323 projects
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Advertising
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All Projects
Application Programming Interfaces
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📦 192
Artificial Intelligence
📦 78
Blockchain
📦 73
Build Tools
📦 113
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📦 80
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📦 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