Open Source Libs
Find Open Source Packages
Open Source Libraries
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Statistics
1087 Open Source Statistics Software Projects
Free and open source statistics code projects including engines, APIs, generators, and tools.
Scikit Learn
48683 ⭐
scikit-learn: machine learning in Python
Probabilistic Programming And Bayesian Methods For Hackers
24056 ⭐
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
13231 ⭐
Your new Mentor for Data Science E-Learning.
Antvis G2
11082 ⭐
📊 A highly interactive data-driven visualization grammar for statistical charts.
Pandas Profiling
8434 ⭐
Create HTML profiling reports from pandas DataFrame objects
Statsmodels
7044 ⭐
Statsmodels: statistical modeling and econometrics in Python
Git Stats
5813 ⭐
🍀 Local git statistics including GitHub-like contributions calendars.
Boltons
5690 ⭐
🔩 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
5437 ⭐
Statistical Machine Intelligence & Learning Engine
Imbalanced Learn
5674 ⭐
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Blei Lab Edward
4682 ⭐
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Gonum Gonum
5467 ⭐
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Git Quick Stats
5205 ⭐
▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
Accord Net Framework
4185 ⭐
Machine learning, computer vision, statistics and general scientific computing for .NET
Tokei
6111 ⭐
Count your code, quickly.
Tautulli
4218 ⭐
A Python based monitoring and tracking tool for Plex Media Server.
Umami
9517 ⭐
Umami is a simple, fast, website analytics alternative to Google Analytics.
Probability
3575 ⭐
Probabilistic reasoning and statistical analysis in TensorFlow
Aksnzhy Xlearn
2978 ⭐
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
4926 ⭐
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Simple Statistics
2694 ⭐
simple statistics for node & browser javascript
R0f1 Datascience
3120 ⭐
Curated list of Python resources for data science.
Stdlib JS Stdlib
2792 ⭐
✨ Standard library for JavaScript and Node.js. ✨
Jtablesaw Tablesaw
2809 ⭐
Java dataframe and visualization library
Mathnet Numerics
2719 ⭐
Math.NET Numerics
Spatie Laravel Analytics
2637 ⭐
A Laravel package to retrieve pageviews and other data from Google Analytics
Thuquant Awesome Quant
2575 ⭐
中国的Quant相关资源索引
Stat Cookbook
1998 ⭐
:orange_book: The probability and statistics cookbook
Gitinspector
2069 ⭐
:bar_chart: The statistical analysis tool for git repositories
Montanaflynn Stats
2260 ⭐
A well tested and comprehensive Golang statistics library package with no dependencies.
Pyflux
1941 ⭐
Open source time series library for Python
Scc
3052 ⭐
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go
Math Php
2015 ⭐
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
Pgmpy
1973 ⭐
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
Tirthajyoti Machine Learning With Python
2245 ⭐
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Data Science Question Answer
2031 ⭐
A repo for data science related questions and answers
Mlr
1556 ⭐
Machine Learning in R
Lifelines
1790 ⭐
Survival analysis in Python
Criterion.rs
2219 ⭐
Statistics-driven benchmarking library for Rust
Ml Videos
1446 ⭐
A collection of video resources for machine learning
Mne Python
1790 ⭐
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Hackermath
1408 ⭐
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Laravel Stats
1481 ⭐
📈 Get insights about your Laravel or Lumen Project
Dstat
1292 ⭐
Versatile resource statistics tool (the real one, not the Red Hat clone)
Root
1648 ⭐
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
Hyperlearn
1233 ⭐
Waiting hours for a future prediction is unacceptable. Hyperlearn makes AI and ML algorithms 50% faster, use 90% less memory and doesn't require you to use new hardware! ML Algorithms like PCA, Linear Regression, NMF are all faster!
Tsv Utils
1297 ⭐
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
Datumbox Framework
1076 ⭐
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
Awesome_time_series_in_python
1567 ⭐
This curated list contains python packages for time series analysis
Papers Literature Ml Dl Rl Ai
1619 ⭐
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Pycm
1203 ⭐
Multi-class confusion matrix library in Python
Lifetimes
1214 ⭐
Lifetime value in Python
Sweetviz
1897 ⭐
Visualize and compare datasets, target values and associations, with one line of code.
Bencheeorg Benchee
1058 ⭐
Easy and extensible benchmarking in Elixir providing you with lots of statistics!
Gamblers Dice
900 ⭐
A terrible idea, now real.
Owlbarn Owl
974 ⭐
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Pystan
915 ⭐
PyStan, the Python interface to Stan
Mlj.jl
1295 ⭐
A Julia machine learning framework
Harshjv Github Repo Size
961 ⭐
🚀 Chrome extension to display repository size on GitHub
Data Science Best Resources
1629 ⭐
Carefully curated resource links for data science in one place
Sipcapture Homer
1071 ⭐
HOMER - 100% Open-Source SIP / VoIP / RTC Packet Capture & Monitoring
Statistical Rethinking With Python And Pymc3
746 ⭐
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Fecon235
760 ⭐
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
Chrisalbon Notes
754 ⭐
Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.
Learn Julia The Hard Way
728 ⭐
Learn Julia the hard way!
Sigmaswiftstatistics
642 ⭐
A collection of functions for statistical calculation written in Swift.
Awesome Python Data Science
1188 ⭐
Probably the best curated list of data science software in Python.
Distributions.jl
830 ⭐
A Julia package for probability distributions and associated functions.
Analytics.usa.gov
637 ⭐
The US federal government's web traffic.
Teaweb Build
706 ⭐
TeaWeb-可视化的Web代理服务。DEMO: http://teaos.cn:7777
Cvpr 2019 Paper Statistics
527 ⭐
Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)
Pingouin
895 ⭐
Statistical package in Python based on Pandas
Phpmemadmin
512 ⭐
Bringing Memcached to the web.
Facebook_data_analyzer
526 ⭐
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
Machine_learning_tutorials
667 ⭐
Code, exercises and tutorials of my personal blog ! 📝
Swagger Stats
679 ⭐
API Observability. Trace API calls and Monitor API performance, health and usage statistics in Node.js Microservices.
Gramm
609 ⭐
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
474 ⭐
JVM-based interpreter for the R language for the statistical analysis.
Python For Probability Statistics And Machine Learning
516 ⭐
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Onlinestats.jl
660 ⭐
⚡ Single-pass algorithms for statistics
Folder Explorer
537 ⭐
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
592 ⭐
The MATLAB toolbox for MEG, EEG and iEEG analysis
Librmath.js
441 ⭐
Javascript Pure Implementation of Statistical R "core" numerical libRmath.so
Dmpe R
523 ⭐
Exercises (incl. analyses) with R language (math+statistics)
Glass Isc Dhcp
539 ⭐
Glass - ISC DHCP Server Interface
Fivethirtyeight
429 ⭐
R package of data and code behind the stories and interactives at FiveThirtyEight
Interactive Machine Learning List
410 ⭐
A collaborative list of interactive Machine Learning, Deep Learning and Statistics websites
Yalinqo
423 ⭐
Yet Another LINQ to Objects for PHP [Simplified BSD]
Ranalytics18
380 ⭐
My work on Analytics and Research in Data Science
Mlinterview
445 ⭐
:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
Sjplot
508 ⭐
sjPlot - Data Visualization for Statistics in Social Science
Vmprof Python
410 ⭐
vmprof - a statistical program profiler
Armadillo Code
400 ⭐
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
Geomstats
670 ⭐
Computations and statistics on manifolds with geometric structures.
Michael S Data Science Curriculum
387 ⭐
This is the companion curriculum to my guide to becoming a data scientist.
Rweekly.org
489 ⭐
R Weekly
Vudash
387 ⭐
Powerful, Flexible, Open Source dashboards for anything
Drwaleedayousef Teaching
646 ⭐
Teaching Materials for Dr. Waleed A. Yousef
Edward2
526 ⭐
A simple probabilistic programming language.
Bayadera
350 ⭐
High-performance Bayesian Data Analysis on the GPU in Clojure