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The Top 310 Statistics Open Source Projects
Categories
>
Data Processing
>
Statistics
Scikit Learn
⭐
43,176
scikit-learn: machine learning in Python
Become A Software Engineer At Top Companies
⭐
Sponsored
Identify your strengths with a free online coding quiz, and skip resume and recruiter screens at multiple companies at once. It's free, confidential, includes a free flight and hotel, along with help to study to pass interviews and negotiate a high salary!
Probabilistic Programming And Bayesian Methods For Hackers
⭐
22,141
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
⭐
12,869
Your new Mentor for Data Science E-Learning.
G2
⭐
10,267
📊 A highly interactive data-driven visualization grammar for statistical charts.
Pandas Profiling
⭐
6,335
Create HTML profiling reports from pandas DataFrame objects
Statsmodels
⭐
5,736
Statsmodels: statistical modeling and econometrics in Python
Git Stats
⭐
5,531
🍀 Local git statistics including GitHub-like contributions calendars.
Boltons
⭐
5,300
🔩 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
⭐
5,066
Statistical Machine Intelligence & Learning Engine
Umami
⭐
4,998
Umami is a simple, fast, website analytics alternative to Google Analytics.
Imbalanced Learn
⭐
4,851
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Edward
⭐
4,575
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Gonum
⭐
4,367
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Tokei
⭐
4,134
Count your code, quickly.
Git Quick Stats
⭐
4,096
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
Framework
⭐
4,018
Machine learning, computer vision, statistics and general scientific computing for .NET
Tautulli
⭐
3,615
A Python based monitoring and tracking tool for Plex Media Server.
Probability
⭐
3,137
Probabilistic reasoning and statistical analysis in TensorFlow
Xlearn
⭐
2,791
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
⭐
2,592
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Simple Statistics
⭐
2,469
simple statistics for node & browser javascript
Datascience
⭐
2,423
Curated list of Python resources for data science.
Stdlib
⭐
2,411
✨ Standard library for JavaScript and Node.js. ✨
Tablesaw
⭐
2,373
Java dataframe and visualization library
Mathnet Numerics
⭐
2,321
Math.NET Numerics
Laravel Analytics
⭐
2,308
A Laravel package to retrieve pageviews and other data from Google Analytics
Awesome Quant
⭐
2,056
中国的Quant相关资源索引
Stat Cookbook
⭐
1,905
📙 The probability and statistics cookbook
Scc
⭐
1,893
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go
Gitinspector
⭐
1,886
📊 The statistical analysis tool for git repositories
Stats
⭐
1,846
A well tested and comprehensive Golang statistics library package with no dependencies.
Pyflux
⭐
1,824
Open source time series library for Python
Math Php
⭐
1,771
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
⭐
1,686
Statistical and Algorithmic Investing Strategies for Everyone
Machine Learning With Python
⭐
1,647
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Pgmpy
⭐
1,638
Python Library for learning (Structure and Parameter) and inference (Statistical and Causal) in Bayesian Networks.
Data Science Question Answer
⭐
1,589
A repo for data science related questions and answers
Lifelines
⭐
1,491
Survival analysis in Python
Criterion.rs
⭐
1,490
Statistics-driven benchmarking library for Rust
Mlr
⭐
1,441
Machine Learning in R
Mne Python
⭐
1,431
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Ml Videos
⭐
1,412
A collection of video resources for machine learning
Hackermath
⭐
1,370
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Laravel Stats
⭐
1,339
📈 Get insights about your Laravel or Lumen Project
Root
⭐
1,292
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
Dstat
⭐
1,238
Versatile resource statistics tool (the real one, not the Red Hat clone)
Tsv Utils
⭐
1,191
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
Hyperlearn
⭐
1,186
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Awesome_time_series_in_python
⭐
1,128
This curated list contains python packages for time series analysis
Sweetviz
⭐
1,127
Visualize and compare datasets, target values and associations, with one line of code.
Papers Literature Ml Dl Rl Ai
⭐
1,122
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Datumbox Framework
⭐
1,057
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
Pycm
⭐
1,019
Multi-class confusion matrix library in Python
Lifetimes
⭐
1,010
Lifetime value in Python
Data Science Best Resources
⭐
943
Carefully curated resource links for data science in one place
Benchee
⭐
922
Easy and extensible benchmarking in Elixir providing you with lots of statistics!
Mlj.jl
⭐
896
A Julia machine learning framework
Gamblers Dice
⭐
895
A terrible idea, now real.
Owl
⭐
894
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Pystan
⭐
880
PyStan, the Python interface to Stan
Github Repo Size
⭐
812
🚀 Chrome extension to display repository size on GitHub
Homer
⭐
769
HOMER - 100% Open-Source SIP / VoIP Packet Capture & Monitoring
Awesome Python Data Science
⭐
708
Probably the best curated list of data science software in Python.
Statistical Rethinking With Python And Pymc3
⭐
704
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Fecon235
⭐
683
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
⭐
676
Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.
Learn Julia The Hard Way
⭐
635
Learn Julia the hard way!
Sigmaswiftstatistics
⭐
609
A collection of functions for statistical calculation written in Swift.
Build
⭐
600
TeaWeb-可视化的Web代理服务。DEMO: http://teaos.cn:7777
Pingouin
⭐
594
Statistical package in Python based on Pandas
Distributions.jl
⭐
592
A Julia package for probability distributions and associated functions.
Analytics.usa.gov
⭐
548
The US federal government's web traffic.
Machine_learning_tutorials
⭐
541
Code, exercises and tutorials of my personal blog ! 📝
Cvpr 2019 Paper Statistics
⭐
532
Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)
Swagger Stats
⭐
517
API Observability. Trace API calls and Monitor API performance, health and usage statistics in Node.js Microservices.
Facebook_data_analyzer
⭐
509
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
⭐
508
Bringing Memcached to the web.
Gramm
⭐
504
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.
Renjin
⭐
464
JVM-based interpreter for the R language for the statistical analysis.
Onlinestats.jl
⭐
463
Single-pass algorithms for statistics
Python For Probability Statistics And Machine Learning
⭐
463
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Cracking The Data Science Interview
⭐
451
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Glass Isc Dhcp
⭐
450
Glass - ISC DHCP Server Interface
Folder Explorer
⭐
448
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
Fieldtrip
⭐
443
The MATLAB toolbox for MEG, EEG and iEEG analysis
R
⭐
436
Exercises (incl. analyses) with R language (math+statistics)
Jasp Desktop
⭐
427
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
Librmath.js
⭐
424
Javascript Pure Implementation of Statistical R "core" numerical libRmath.so
Fivethirtyeight
⭐
420
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.
Geomstats
⭐
402
Computations and statistics on manifolds with geometric structures.
Sjplot
⭐
400
sjPlot - Data Visualization for Statistics in Social Science
Yalinqo
⭐
396
Yet Another LINQ to Objects for PHP [Simplified BSD]
Interactive Machine Learning List
⭐
396
A collaborative list of interactive Machine Learning, Deep Learning and Statistics websites
Dataframe Go
⭐
394
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Mlinterview
⭐
390
A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
Rweekly.org
⭐
383
R Weekly
Vmprof Python
⭐
382
vmprof - a statistical program profiler
Ranalytics18
⭐
378
My work on Analytics and Research in Data Science
Armadillo Code
⭐
375
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
1-100 of 310 projects
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