Awesome Open Source
Awesome Open Source
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The Top 29 Probability Open Source Projects

Categories > Mathematics > Probability
Stat Cookbook ⭐ 1,940
📙 The probability and statistics cookbook
Math Php ⭐ 1,874
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
From 0 To Research Scientist Resources Guide ⭐ 1,446
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Distribution Is All You Need ⭐ 1,121
The basic distribution probability Tutorial for Deep Learning Researchers
Algorithm ⭐ 787
Algorithm is a library of tools that is used to create intelligent applications.
Prob140 Textbook Zh ⭐ 535
📖 [译] 面向数据科学的概率论
Python For Probability Statistics And Machine Learning ⭐ 486
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Teaching ⭐ 451
Teaching Materials for Dr. Waleed A. Yousef
Mathematics ⭐ 423
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
Stats Maths With Python ⭐ 397
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Normalizing_flows ⭐ 365
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
Basic Mathematics For Machine Learning ⭐ 303
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
Stats ⭐ 297
A C++ header-only library of statistical distribution functions.
Shendusuipian ⭐ 276
To know stats by heart
Stanford Cme 106 Probability And Statistics ⭐ 265
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
Pynomaly ⭐ 241
Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
Stochastic ⭐ 203
Generate realizations of stochastic processes in python.
Math Finance Cheat Sheet ⭐ 186
Mathematical finance cheat sheet.
Quant Notes ⭐ 185
Quantitative Interview Preparation Guide, updated version here ==>
Awesome Machine Learning Deep Learning Mathematics ⭐ 139
A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning
Flex ⭐ 126
Probabilistic deep learning for data streams.
Lm Scorer ⭐ 117
📃Language Model based sentences scoring library
Gpnd ⭐ 112
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Ptstat ⭐ 108
Probabilistic Programming and Statistical Inference in PyTorch
Ceramist ⭐ 108
Verified hash-based AMQ structures in Coq
Ethzcheatsheets ⭐ 93
Dnest4 ⭐ 50
Diffusive Nested Sampling
Quant Finance Resources ⭐ 45
Courses, Articles and many more which can help beginners or professionals.
Uc Davis Cs Exams Analysis ⭐ 33
📈 Regression and Classification with UC Davis student quiz data and exam data
1-29 of 29 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 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