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

Star147

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

UpdatedMar 14, 2025
Jupyter Notebook

jgoerner /distribution-cheatsheet

Star69

📈📄👀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

UpdatedJan 23, 2018
Jupyter Notebook

mcosovic /FactorGraph.jl

Star30

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

UpdatedJul 3, 2022
Julia

arasgungore /central-limit-theorem

Star10

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

UpdatedAug 8, 2022
MATLAB

MathWorks-Teaching-Resources /Probability-Theory

Star9

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

UpdatedOct 10, 2025
MATLAB

sfoteini /Data-Analysis-Projects

Star3

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

UpdatedJul 19, 2022
MATLAB

Helga-Helga /ProbabilityTheory

Star3

Exercise solution to the Probability Theory course

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

UpdatedJun 11, 2018
TeX

robsr /gammaRVs-generator-algorithms

Star2

All major algorithms for Random Variables generation from Gamma Distribution.

simulation generation gamma-distribution random-sample random-variables

UpdatedFeb 16, 2018
Jupyter Notebook

YujiSODE /regLines

Star1

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

UpdatedApr 8, 2018
Tcl

MoinDalvs /Assignment_2_Set_2

Star1

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

UpdatedMar 3, 2022
Jupyter Notebook

BalajiN743 /Basic-Statictics-02

Star1

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

UpdatedMar 9, 2023
Jupyter Notebook

AshrithSagar /E1222-STOMA-2024

Star1

E1 222 Stochastic Models and Applications, IISc

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

UpdatedNov 20, 2024
TeX

ShaikRiyazSandy /Basic-Statistics_Level-2

Star1

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

UpdatedMar 4, 2024

YujiSODE /randFreq

Star1

Simple tool for estimating frequencies of random variables.

tcl average frequency-analysis standard-deviation random-variables

UpdatedMar 6, 2018
Tcl

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

Star1

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.

r statistics simulation estimators datascience confidence-intervals monte-carlo-simulation boostrap hypothesis-testing r-programming newton-raphson probability-statistics random-variables distribution-function