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The Top 27 Probability Open Source Projects
Categories
>
Mathematics
>
Probability
Stat Cookbook
⭐
1,916
📙 The probability and statistics cookbook
Math Php
⭐
1,829
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
Distribution Is All You Need
⭐
1,091
The basic distribution probability Tutorial for Deep Learning Researchers
Algorithm
⭐
784
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
⭐
475
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Mathematics
⭐
412
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
Teaching
⭐
402
Teaching Materials for Dr. Waleed A. Yousef
Stats Maths With Python
⭐
352
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Normalizing_flows
⭐
339
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
Basic Mathematics For Machine Learning
⭐
279
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
Shendusuipian
⭐
278
To know stats by heart
Stats
⭐
276
A C++ header-only library of statistical distribution functions.
Pynomaly
⭐
239
Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
Stanford Cme 106 Probability And Statistics
⭐
224
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers
Math Finance Cheat Sheet
⭐
184
Mathematical finance cheat sheet.
Stochastic
⭐
183
Generate realizations of stochastic processes in python.
Quant Notes
⭐
160
Quantitative Interview Preparation Guide, updated version here ==>
Awesome Machine Learning Deep Learning Mathematics
⭐
133
A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning
Flex
⭐
127
Probabilistic deep learning for data streams.
Gpnd
⭐
111
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Ptstat
⭐
108
Probabilistic Programming and Statistical Inference in PyTorch
Ceramist
⭐
107
Verified hash-based AMQ structures in Coq
Ethzcheatsheets
⭐
89
Dnest4
⭐
49
Diffusive Nested Sampling
Uc Davis Cs Exams Analysis
⭐
33
📈 Regression and Classification with UC Davis student quiz data and exam data
Quant Finance Resources
⭐
30
Courses, Articles and many more which can help beginners or professionals.
1-27 of 27 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