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The Top 4,197 Probability Open Source Projects

Categories > Mathematics > Probability
Deep Learning Drizzle ⭐ 10,044
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit 6 months ago
Pymc ⭐ 7,039
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
dependent packages 95total releases 36most recent commit 8 hours agopypi pymc3} Downloads
Probability ⭐ 3,780
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 213total releases 43most recent commit 16 hours agopypi tensorflow-probability} Downloads
Data Science Cheatsheet ⭐ 2,181
most recent commit 18 days ago
Math Php ⭐ 2,065
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
dependent packages 22total releases 132most recent commit 6 months agopackagist markrogoyski/math-php} Downloads
Stat Cookbook ⭐ 1,959
📙 The probability and statistics cookbook
most recent commit a year ago
Www.mlcompendium.com ⭐ 1,919
The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.
most recent commit 19 days ago
Probability_cheatsheet ⭐ 1,658
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
most recent commit 3 years ago
Nlp Roadmap ⭐ 1,618
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
most recent commit 3 years ago
Interactive_tools ⭐ 1,594
Interactive Tools for Machine Learning, Deep Learning and Math
most recent commit 7 months ago
From 0 To Research Scientist Resources Guide ⭐ 1,582
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
most recent commit a year ago
Langid.py ⭐ 1,579
Stand-alone language identification system
dependent packages 39total releases 8most recent commit 3 years agopypi langid} Downloads
Python Bloomfilter ⭐ 1,449
Scalable Bloom Filter implemented in Python
dependent packages 1total releases 3most recent commit 2 years agopypi pybloom} Downloads
Ml Foundations ⭐ 1,382
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit 2 months ago
Hackermath ⭐ 1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
most recent commit 5 years ago
Data Science Interview Resources ⭐ 1,190
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
most recent commit 3 months ago
Dsb2017 ⭐ 1,054
The solution of team 'grt123' in DSB2017
most recent commit 5 years ago
Seeing Theory ⭐ 1,043
A visual introduction to probability and statistics.
most recent commit 4 years ago
Distributions.jl ⭐ 910
A Julia package for probability distributions and associated functions.
most recent commit 10 days ago
Ark Invest Tesla Valuation Model ⭐ 875
An excerpt from our financial valuation model of Tesla
most recent commit 6 months ago
Distribution Is All You Need ⭐ 850
The basic distribution probability Tutorial for Deep Learning Researchers
most recent commit 3 years ago
Chatbot Rnn ⭐ 836
A toy chatbot powered by deep learning and trained on data from Reddit
most recent commit a year ago
Kotlin Statistics ⭐ 825
Idiomatic statistical operators for Kotlin
dependent packages 3total releases 7most recent commit 8 months ago
Awesome Conformal Prediction ⭐ 822
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
most recent commit a day ago
Skylab ⭐ 780
Multivariate & A/B Testing for iOS and Mac
total releases 3most recent commit a year ago
Algorithm ⭐ 763
Algorithm is a library of tools that is used to create intelligent applications.
total releases 11most recent commit 3 years ago
Statswithjuliabook ⭐ 760
most recent commit a year ago
Clojure Opennlp ⭐ 711
Natural Language Processing in Clojure (opennlp)
total releases 19most recent commit 4 years ago
Pymc4 ⭐ 708
Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
total releases 2most recent commit a year ago
Teaching ⭐ 704
Teaching Materials for Dr. Waleed A. Yousef
most recent commit 5 months ago
Emotion Recognition ⭐ 693
Real time emotion recognition
most recent commit a year ago
Twss.js ⭐ 690
A node.js "that's what she said" classifier
dependent packages 3total releases 6most recent commit 8 years agonpm twss} Downloads
Convchain ⭐ 637
Bitmap generation from a single example with convolutions and MCMC
most recent commit 4 months ago
Ctcdecode ⭐ 628
PyTorch CTC Decoder bindings
dependent packages 1total releases 4most recent commit 7 months agopypi ctcdecode} Downloads
Perceptions ⭐ 621
Perceptions of Probability and Numbers
most recent commit 5 years ago
Wtte Rnn ⭐ 580
WTTE-RNN a framework for churn and time to event prediction
dependent packages 1total releases 5most recent commit 3 years agopypi wtte} Downloads
Causalml ⭐ 537
The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML
most recent commit 9 days ago
Bayesian_changepoint_detection ⭐ 495
Methods to get the probability of a changepoint in a time series.
dependent packages 1total releases 1most recent commit 6 months agopypi bayesian-changepoint-detection} Downloads
Bayestestr ⭐ 493
👻 Utilities for analyzing Bayesian models and posterior distributions
dependent packages 23total releases 23most recent commit a day ago
Stats Maths With Python ⭐ 492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
most recent commit a year ago
Xgbfi ⭐ 448
XGBoost Feature Interactions & Importance
most recent commit 5 years ago
Java Bloomfilter ⭐ 445
A stand-alone Bloom filter implementation written in Java
most recent commit 11 years ago
Pytorch Flows ⭐ 444
PyTorch implementations of algorithms for density estimation
most recent commit a year ago
Basic Mathematics For Machine Learning ⭐ 418
The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
most recent commit 23 days ago
Robustness_metrics ⭐ 415
most recent commit 20 days ago
Pykov ⭐ 411
Pykov is a Python module on finite regular Markov chains.
most recent commit 5 years ago
Gibberish Detector ⭐ 402
A small program to detect gibberish using a Markov Chain
most recent commit 2 years ago
Tsetlinmachine ⭐ 400
Code and datasets for the Tsetlin Machine
most recent commit 2 months ago
Stats ⭐ 395
A C++ header-only library of statistical distribution functions.
most recent commit a month ago
Awesome Explorables ⭐ 395
A curated list of awesome explorable explanations.
most recent commit 11 days ago
Mathematics ⭐ 386
数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合
most recent commit 2 years ago
Data Science Roadmap ⭐ 378
Data Science Roadmap from A to Z
most recent commit 20 days ago
All Of Statistics ⭐ 375
Self-study on Larry Wasserman's "All of Statistics"
most recent commit 3 months ago
Chaospy ⭐ 360
Chaospy - Toolbox for performing uncertainty quantification.
dependent packages 16total releases 78most recent commit 9 days agopypi chaospy} Downloads
Measuretheory.jl ⭐ 352
"Distributions" that might not add to one.
most recent commit 23 days ago
Datascienceprojects ⭐ 345
The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
most recent commit 6 months ago
Rpg_public_dronet ⭐ 327
Code for the paper Dronet: Learning to Fly by Driving
most recent commit 3 years ago
Keras Transformer ⭐ 312
Transformer implemented in Keras
dependent packages 3total releases 39most recent commit 8 months agopypi keras-transformer} Downloads
Py Nanoid ⭐ 300
Python Nanoid
dependent packages 1total releases 4most recent commit 2 months agopypi nanoid} Downloads
Bloomfilter ⭐ 283
Face-meltingly fast, thread-safe, marshalable, unionable, probability- and optimal-size-calculating Bloom filter in go
dependent packages 317total releases 1most recent commit 4 years ago
Probnum ⭐ 281
Probabilistic Numerics in Python.
total releases 22most recent commit 3 days ago
Omen ⭐ 278
OMEN: Ordered Markov ENumerator - Password Guesser
most recent commit 3 years ago
Java Naive Bayes Classifier ⭐ 278
A java classifier based on the naive Bayes approach complete with Maven support and a runnable example.
most recent commit 4 years ago
Eventsim ⭐ 275
Event data simulator. Generates a stream of pseudo-random events from a set of users, designed to simulate web traffic.
most recent commit 4 years ago
Dirichlet Process ⭐ 271
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
most recent commit 7 years ago
Windrose ⭐ 271
A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution
dependent packages 2total releases 11most recent commit 3 days agopypi windrose} Downloads
Prob Stats ⭐ 270
Probability and Statistics: a simulation-based introduction. An open-access book.
most recent commit 2 months ago
Stochastic ⭐ 266
Generate realizations of stochastic processes in python.
dependent packages 8total releases 7most recent commit 3 months agopypi stochastic} Downloads
Probably ⭐ 264
A Swift probability and statistics library
most recent commit 6 years ago
Shendusuipian ⭐ 261
To know stats by heart
most recent commit 3 years ago
Stat Distributions Js ⭐ 250
Javascript library for the visualization of statistical distributions
most recent commit 2 years ago
Math_resources ⭐ 249
most recent commit 2 years ago
Bayesian Statistics ⭐ 242
This repository holds slides and code for a full Bayesian statistics graduate course.
most recent commit 14 days ago
Yahmm ⭐ 241
Yet Another Hidden Markov Model repository.
most recent commit 7 years ago
Probability Monad ⭐ 239
dependent packages 1total releases 4most recent commit 5 months ago
Googlenet Inception ⭐ 232
TensorFlow implementation of GoogLeNet and Inception for image classification.
most recent commit 3 years ago
Montecarlomeasurements.jl ⭐ 232
Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.
most recent commit 10 days ago
Pyfasttext ⭐ 229
Yet another Python binding for fastText
total releases 13most recent commit 4 years ago
Deeplearningwithtf2.0 ⭐ 227
Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book
most recent commit 3 years ago
Pynomaly ⭐ 225
Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
dependent packages 1total releases 21most recent commit 2 years agopypi PyNomaly} Downloads
Lotteryprediction ⭐ 224
🌝 Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.
most recent commit 10 days ago
Dclassify ⭐ 222
Optimized Naive Bayesian classifier for NodeJS
total releases 5most recent commit 2 years ago
Nfl Elo Game ⭐ 215
Data and code for FiveThirtyEight's NFL game
most recent commit a year ago
Awesomemlmath ⭐ 212
Curated list to learn the math basics for machine learning
most recent commit 4 years ago
Fully Differentiable Deep Ndf Tf ⭐ 209
Fully differentiable deep-neural decision forest in tensorflow
most recent commit 5 years ago
Rethinking Tensorflow Probability ⭐ 207
Statistical Rethinking (2nd Ed) with Tensorflow Probability
most recent commit 9 months ago
Lm Scorer ⭐ 206
📃Language Model based sentences scoring library
total releases 12most recent commit 8 months ago
Causality ⭐ 204
most recent commit 2 years ago
Problog ⭐ 203
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
most recent commit 3 months ago
Normalizing_flows ⭐ 202
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
most recent commit 3 years ago
Elasticsearch Entity Resolution ⭐ 202
Elasticsearch entity resolution plugin based on Duke
most recent commit 5 years ago
Ebisu ⭐ 202
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
total releases 14most recent commit a year ago
Cellrank ⭐ 197
CellRank for directed single-cell fate mapping
dependent packages 1total releases 29most recent commit a day agopypi cellrank} Downloads
Pytorch Classification Uncertainty ⭐ 195
This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
most recent commit 2 months ago
Fastlink ⭐ 190
R package fastLink: Fast Probabilistic Record Linkage
total releases 8most recent commit 10 months ago
Nn_compression ⭐ 189
most recent commit 3 years ago
Reliability ⭐ 184
Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/
dependent packages 1total releases 78most recent commit 2 months agopypi reliability} Downloads
Heartbot ⭐ 180
A shot of love for your favorite chat client.
dependent packages 2total releases 7most recent commit 8 years agonpm hubot-heartbot} Downloads
Jax Flows ⭐ 180
Normalizing Flows in JAX 🌊
total releases 2most recent commit 7 months ago
Game Theory Cheat Sheet ⭐ 174
Game Theory Cheat Sheet
most recent commit 4 years ago
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