Projects in Awesome Lists tagged with probability-theory

https://github.com/unpingco/python-for-probability-statistics-and-machine-learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

book books jupyter-notebook machine-learning probability probability-theory python statistical-analysis statistical-learning statistical-tests statistics statistics-course

Last synced: 12 Apr 2025

https://github.com/unpingco/Python-for-Probability-Statistics-and-Machine-Learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

book books jupyter-notebook machine-learning probability probability-theory python statistical-analysis statistical-learning statistical-tests statistics statistics-course

Last synced: 10 Apr 2025

https://github.com/sjchoi86/bayes-nn

Lecture notes on Bayesian deep learning

deep-learning probability-theory variational-inference

Last synced: 19 Mar 2025

https://github.com/wiseaidev/rust-data-analysis

Rust for data analysis encyclopedia (WIP).

calculas data-analysis data-science eda evcxr hacktoberfest jupyter jupyter-notebook ndarray notebook plotters plotters-rs polars probability probability-distribution probability-theory rust statrs

Last synced: 05 Apr 2025

https://github.com/turinglang/dynamicppl.jl

Implementation of domain-specific language (DSL) for dynamic probabilistic programming

hacktoberfest probabilistic-programming probability-theory

Last synced: 11 Mar 2025

https://github.com/pegah-ardehkhani/statistics-and-probability-in-python

A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

confidence-intervals continuous-distributions discrete-distributions hypothesis-testing inferential-statistics matplotlib p-value parametric-hypothesis-tests probability probability-theory python python-statistics random-variables regression scipy statiscal-learning statistical-hypothesis-testing statistics statistics-for-data-science statistics-using-python

Last synced: 05 Apr 2025

https://github.com/weijie-chen/probability_theory

A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.

econometrics mathematics probabilistic-models probability probability-distribution probability-theory statistics

Last synced: 01 May 2025

https://github.com/mattwillflood/entropyhub.jl

An open-source toolkit for entropic data analysis

complexity composite entropy hierarchical information-theory julia matlab nonlinear open-source probability-theory python random refined research shannon signal-processing statistical-physics time-series toolkit uncertainty

Last synced: 10 Apr 2025

https://github.com/abdeltwabmf/anthology-of-algorithms-and-data-structures

Common Code for Competitive Programming in C++

compilation computational-geometry cpp data-structures debugging emacs-configuration game-theory gdb-commands graph-theory mathematics number-theory probability-theory stress-testing string-processing

Last synced: 14 Apr 2025

https://github.com/worthant/higher-mathematics

:notebook_with_decorative_cover: This repository is for storing my Higher Mathematics learning journey

computational-maths linear-algebra mathematical-analysis mathematical-statistics optimisation-algorithms probability-theory

Last synced: 26 Feb 2025

https://github.com/jekyllstein/reinforcement-learning-sutton-barto-exercise-solutions

Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto

actor-critic-algorithm html-css-javascript julia julia-language latex machine-learning notebook pluto-notebooks probability-theory reactive reinforcement-learning statistics sutton-barto-book visualization

Last synced: 18 Dec 2024

https://github.com/arasgungore/central-limit-theorem

A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.

bernoulli-distribution central-limit-theorem cumulative-distribution-function distribution-function exponential-distribution gaussian-distribution matlab normal-distribution poisson-distribution probability probability-density-function probability-distribution probability-distributions probability-theory probability-theory-course random-distribution random-distributions random-variable random-variables uniform-distribution

Last synced: 12 Apr 2025

https://github.com/jorenham/hall

Probability and statistics in pure python with intuitive syntax

maths probability probability-theory python science

Last synced: 23 Mar 2025

https://github.com/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.

bayesian-statistics courseware cwm data-science mathematics matlab matlab-live-script probability-theory random-variables

Last synced: 23 Nov 2024

https://github.com/paulchen2713/nthu-stochastic_process_2022

CS 5291 Stochastic Process for Networking 2022 Course Materials

nthucs probability-theory random-process stochastic-process

Last synced: 16 Mar 2025

https://github.com/stoverc/slots

A collection of slots-related code (initially in Python3, but perhaps more later)

data-analysis data-science monte-carlo-simulation probabilistic-programming probability probability-theory python3 slot-machine slots statistical-analysis statistics

Last synced: 28 Feb 2025

https://github.com/freakwill/find-girlfriend

👧find a girlfriend

girlfriend probability-theory python simulation

Last synced: 21 Mar 2025

https://github.com/shoaibrayeen/r

This repository contains statistical programs programmed in R.

hacktoberfest hacktoberfest-accepted hacktoberfest2021 probability-theory statistics

Last synced: 11 Apr 2025

https://github.com/cfmtech/optimal_cleaning_for_singular_values_of_cross-covariance_matrices

Python scripts from paper Optimal cleaning for singular values of cross-covariance matrices, by Florent Benaych-Georges, Jean-Philippe Bouchaud, Marc Potters (see https://arxiv.org/abs/1901.05543)

cross-correlation cross-correlation-processing denoising high-dimensional-data high-dimensional-probability high-dimensional-statistics probability probability-statistics probability-theory random-matrices random-matrix random-matrix-theory rotationally-invariant-estimator statistics

Last synced: 12 Apr 2025

https://github.com/kgourgou/concentration-information-bounds

Showcasing the computation of the concentration-information bounds for the bias of an observable.

information-theory probabilistic-models probability-theory uncertainty-quantification

Last synced: 24 Apr 2025

https://github.com/mastercruelty/statisticstuffs

A bunch of statistic stuffs in LaTeX and Jupyter.

inferential-statistics jupyter-notebook latex math probability-distribution probability-theory statistical-mechanics statistical-models statistics

Last synced: 15 Apr 2025

https://github.com/praisetompane/mathematics

An attempt at unpacking mathematics and how it is created/discovered in layman's terms.

field-theory geometry group-theory mathematical-logic numbers probability-theory real-functions

Last synced: 16 Apr 2025

https://github.com/garciparedes/probability-ordered-distribution

assignment data-science garciparedes ordered-distribution probability probability-theory statistics university-of-valladolid

Last synced: 05 Mar 2025

https://github.com/garciparedes/probability-marginal-distribution-2d-vector

assignment density-functional-theory garciparedes latex probability probability-theory random-vector statistics university-of-valladolid

Last synced: 05 Mar 2025

https://github.com/crodriguez1a/ml-curriculum

A personal collection of ML notes and resources

curriculum deep-learning machine-learning probability-theory reinforcement-learning

Last synced: 23 Feb 2025

https://github.com/mr-vozhyk/certificates

Educational Achievements

certificates dataviz probability-theory python sql statistics

Last synced: 01 Mar 2025

https://github.com/ardier16/statistics-labs

Probability and statistics course's labs

csharp dotnet labs probability-distribution probability-theory regression-analysis statistics windows-forms

Last synced: 16 Mar 2025

https://github.com/basemax/analyzecombine

Analyze the combine with and without the repetition. (SOON)

combination combination-lock combinational combinational-circuit combinational-logic combinational-optimization combinations combinations-with-repetition combinatorics combine probability probability-calculator probability-distribution probability-statistics probability-theory

Last synced: 03 Apr 2025

https://github.com/oelin/d3s

Your daily dose of data science 🧠.

data-science information-theory machine-learning probability-theory self-learning statistics

Last synced: 12 Mar 2025

https://github.com/chtenb/kanstheorie

Een beknopte formele, maar niet al te technische, inleiding op kansrekening, in het nederlands.

math probability-theory

Last synced: 24 Mar 2025

https://github.com/rtmigo/markov_walk_py

🔢 Python module that calculates probabilities for a random walk in 1-dimensional discrete state space

absorbing-markov-chains absorbing-states markov-chain mathematics numpy probability probability-theory random-walk stochastic-matrix stochastic-models

Last synced: 14 Mar 2025

https://github.com/ivantsvetkov-dev/galton-board

Emulation of the Galton board in python.The normal distribution.Pygame+Pymunk

galton-board mathematics probability-statistics probability-theory pygame pymunk python

Last synced: 20 Mar 2025

https://github.com/lkethridge/sda_project

A Statistical Data Analysis project from TripleTen

binomial-distribution continuous-variables data-aggregation data-manipulation data-preparation distribution frequency-histogram hypothesis-tests law-of-large-numbers normal-approximation normal-distribution one-tail-test paired-samples probability-theory random-sampling skewed-data standard-deviation statistical-data-analysis summary-statistics two-tail-test

Last synced: 28 Mar 2025

https://github.com/jmaczan/ml-math

Mathematics for machine learning - notes, proofs and code

convolutional-neural-networks linear-algebra machine-learning machine-learning-mathematics math mathematics multivariate-analysis neural-networks notes optimization probability-theory statistics

Last synced: 18 Feb 2025

https://github.com/gfngfn/prob

確率論の測度論的基礎

document latex-document mathematics probability-theory

Last synced: 05 Mar 2025

https://github.com/alex-petrov-git/petrowiki

My wiki-pages

acoustics aeroacoustics aeromechanics algebra analysis data-analysis fourier-analysis hydrodynamics linear-algebra math ml obsidian physics probability-theory statistics wiki wikipedia

Last synced: 02 Mar 2025

https://github.com/vitormarquesr/qwalkr

qwalkr: Handle Continuous-Time Quantum Walks with R

linear-algebra probability-theory quantum-computing quantum-walk r statistics

Last synced: 16 Feb 2025

https://github.com/psgebeline/harvard-data-science

My work for the nine courses in Harvard's data science program, each with notes/assignments. Work in progress.

data linear-regression machine-learning modeling probability-theory r visualization wrangling

Last synced: 14 Mar 2025

https://github.com/rb-thompson/interdimensional-math

Math for machine learning.

calculus linear-algebra multivariable-calculus probability-theory python

Last synced: 23 Feb 2025

https://github.com/ali-mhrez/mathematics-of-data-science

A collection of Jupyter Notebooks exploring mathematical concepts and machine learning algorithms relevant to data science, based on the PhD course "Mathematics of Data Science" at the University of Debrecen.

data-science jupyter-notebook machine-learning probability-theory python

Last synced: 17 Mar 2025