probability-theory
There are 6 repositories under probability-theory topic.
unpingco / Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Language:Jupyter Notebook 666wiseaidev / rust-data-analysis
Rust for data analysis encyclopedia (WIP).
Language:Jupyter Notebook 280TuringLang / DynamicPPL.jl
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
Language:Julia 145Yoget / Tongji-University-Advanced-Mathematics
考研数学同济高等数学第七版线性代数浙大概率论
Pegah-Ardehkhani / Statistics-and-Probability-in-Python
Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"
hypothesis-testingprobabilityprobability-theorypythonrandom-variablesstatiscal-learningstatisticsstatistical-hypothesis-testingparametric-hypothesis-testsconfidence-intervalscontinuous-distributionsdiscrete-distributionsinferential-statisticspython-statisticsscipystatistics-for-data-sciencestatistics-using-pythonp-valuematplotlibregressionLanguage:Jupyter Notebook 119DataForScience / Probability
Applied Probability Theory for Everyone
Language:Jupyter Notebook 110fifthist / Introduction-To-Probability-Blitzstein-Solutions
Unofficial solutions for Introduction to Probability, Second Edition by Joseph Blitzstein and Jessica Hwang.
Language:TeX 84astralord / RandLib
:rocket: A library designed to facilitate work with probability, statistics and stochastic calculus
Language:C++ 69weijie-chen / Probability_Theory
A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.
Language:Jupyter Notebook 40RobotMa / axxb_calibration
A Comprehensive AX = XB Calibration Solvers in Matlab
Language:C 25- anthology-of-algorithms-and-data-structures
AbdeltwabMF / anthology-of-algorithms-and-data-structures
Common Code for Competitive Programming in C++
Language:C++ 22 alex-sokolov2011 / ds_interview_prep_resources
Comprehensive resources for data science interview preparation: assignments, math problems, logic tasks, live coding examples, and leetcode breakdowns.
Language:Jupyter Notebook 19- EntropyHub.jl
MattWillFlood / EntropyHub.jl
An open-source toolkit for entropic data analysis
Language:Julia 19 - I2DM
alexanderknop / I2DM
The lecture notes for my discrete mathematics classes.
Language:TeX 18 markkm / math-for-ml
Mathematical preliminaries for machine learning
Language:Jupyter Notebook 18GZHoffie / VE401-recitation-class
Interactive Mathematica notebooks illustrating the course content of VE401, Probabilistic Methods in Engineering at UM-SJTU Joint Institute.
Language:Mathematica 14BDFD-LearningGround / Coursera_Data-Science-Math-Skills
Quizzes & Assignment Solutions for Data Science Math Skills on Coursera. Also included a few resources on side that I found helpful.
jasont14 / SlotMachine
Probability Calculations with Random Numbers via Slot Machine Spin Simulation. Includes Probability Table and Results. Console App C#.
Language:C# 12jekyllstein / Reinforcement-Learning-Sutton-Barto-Exercise-Solutions
Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto
Language:HTML 10arasgungore / central-limit-theorem
A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.
bernoulli-distributioncentral-limit-theoremcumulative-distribution-functionexponential-distributionpoisson-distributionprobabilityprobability-density-functionprobability-distributionrandom-variablesuniform-distributionprobability-theoryprobability-theory-courserandom-distributionrandom-distributionsdistribution-functionrandom-variablenormal-distributionprobability-distributionsgaussian-distributionmatlabLanguage:MATLAB 9DALEE9000 / Solutions-to-Introductory-Probability-and-Statistical-Applications-2nd-ed.-Paul-L.-Meyer
My solutions to Paul L. Meyer's "Introductory Probability and Statistical Applications, 2nd ed.", ISBN 0-201-04710-1.
Language:TeX 9Eryc123Y / Math-for-Computer-Science
A math resource for CS student
Language:TeX 9pateld1 / Course-Notes-in-Tex-CUNY-QC
Course notes from several math and computer science courses from CUNY Queens College.
Language:TeX 9- Language:Jupyter Notebook 8
jadnohra / tag_export
An export of my digital library (Mathematics, Logic, Physics, Numerical Analysis, Machine Learning, Computer Science)
biggzlar / plausible-uncertainties
Methods used in the paper "Plausible Uncertainties for Human Pose Regression".
Language:Python 7- Language:Python 7
mistylight / Understanding_the_EM_Algorithm
Codes for my blog post "Understanding the EM Algorithm" https://mistylight.github.io/posts/20115/
Language:Jupyter Notebook 7- spherical_stats
dschmitz89 / spherical_stats
Spherical statistics in Python
Language:Python 6 This repository contains code for identifying correlation in a stream of samples. The sketching of sketches algorithm and the counter matrix algorithm are implemented and benchmarked.
Language:Jupyter Notebook 5- Language:Python 5
MathWorks-Teaching-Resources / Probability-Theory
A courseware module that covers the fundamental concepts in probability theory and their implications in data science. Topics include probability, random variables, and Bayes' Theorem.
Language:MATLAB 5- Language:TeX 5
quantophile / calculus_based_probability
Topics in Probability Theory and Stochastic Processes
Language:Jupyter Notebook 5tomsch420 / random-events
Clean Random Events for Probabilistic Reasoning in Python
Language:Python 5
