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Pegah-Ardehkhani / Statistics-and-Probability-in-Python

Star 146

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

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

Updated Mar 14, 2025
Jupyter Notebook

jgoerner / distribution-cheatsheet

Star 69

📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)

python distribution statistics lookup bayes poisson pymc3 characteristics cauchy chi-square geometric normal random-variables distribution-cheatsheet

Updated Jan 23, 2018
Jupyter Notebook

mcosovic / FactorGraph.jl

Star 30

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

julia dynamical-systems linear-systems kahan-summation state-estimation message-passing sum-product belief-propagation gaussian-distribution tree-graph factor-graph loopy-belief-propagation noisy-data fast-algorithm random-variables ill-conditioned inference-algorithms forward-backward-algorithm aging-model

Updated Jul 3, 2022
Julia

arasgungore / central-limit-theorem

Star 10

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

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

Updated Aug 8, 2022
MATLAB

MathWorks-Teaching-Resources / Probability-Theory

Star 9

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.

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

Updated Oct 10, 2025
MATLAB

sfoteini / Data-Analysis-Projects

Star 3

These projects were part of the course Data Analysis (ECE Department, AUTH, 7th semester).

statistics correlation matlab probability dimensionality-reduction data-analysis regression-algorithms bootstrap-resampling random-variables

Updated Jul 19, 2022
MATLAB

Helga-Helga / ProbabilityTheory

Star 3

Exercise solution to the Probability Theory course

probability probability-distributions probability-theory conditional-probability central-limit-theorem random-variables bayes-theorem joint-probability

Updated Jun 11, 2018
TeX

robsr / gammaRVs-generator-algorithms

Star 2

All major algorithms for Random Variables generation from Gamma Distribution.

simulation generation gamma-distribution random-sample random-variables

Updated Feb 16, 2018
Jupyter Notebook

BalajiN743 / Basic-Statictics-02

Star 1

Solutions for the basic statictics problems

statistics numpy probability pandas python3 confidence-intervals survival inferential-statistics cdf descriptive-statistics bias boxplot binomial-distribution z-score datatypes random-variables cumulative-distribution-function normaldistribution scipy-stats precentile

Updated Mar 9, 2023
Jupyter Notebook

MoinDalvs / Assignment_2_Set_2

Star 1

Topics: Normal distribution, Functions of Random Variables

stats confidence-intervals cdf percentile normal-distribution z-score random-variables cumulative-distribution-function survival-functions scipy-stats

Updated Mar 3, 2022
Jupyter Notebook

YujiSODE / regLines

Star 1

Tool for generating random variables that follows given frequency distibution using linear regressions in given intervals.

simulation linear-regression tcl implementation frequency-analysis nonparametric-model nonparametric-statistics random-variables frequency-distibution

Updated Apr 8, 2018
Tcl

AshrithSagar / E1222-STOMA-2024

Star 1

E1 222 Stochastic Models and Applications, IISc

probability coursework probability-distributions markov-chains stochastic-processes random-variables iisc iisc-bangalore

Updated Nov 20, 2024
TeX

ShaikRiyazSandy / Basic-Statistics_Level-2

Star 1

Assignment Advance Stats

pie-chart statistics probability inference labels outliers confidence-intervals matplotlib outlier-detection percentile descriptive-statistics boxplot normal-distribution z-score barplot random-variables cumulative-distribution-function seaborn-plots survival-functions scipy-stats

Updated Mar 4, 2024

YujiSODE / randFreq

Star 1

Simple tool for estimating frequencies of random variables.

tcl average frequency-analysis standard-deviation random-variables

Updated Mar 6, 2018
Tcl

nikopetr / Data-Science-Probability-and-Statistics-Projects

Star 1

Implementation of the projects for the DSC 530: Probability and Statistics for Data Science course, of the MSc in Data Science programme of the University of Cyprus.