A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python
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Mar 14, 2025 - Jupyter Notebook
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random-variables
Here are 42 public repositories matching this topic...
📈📄👀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
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Jan 23, 2018 - Jupyter Notebook
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
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Jul 3, 2022 - Julia
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
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Aug 8, 2022 - MATLAB
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
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Oct 10, 2025 - MATLAB
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
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Jul 19, 2022 - MATLAB
Exercise solution to the Probability Theory course
probability probability-distributions probability-theory conditional-probability central-limit-theorem random-variables bayes-theorem joint-probability
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Jun 11, 2018 - TeX
All major algorithms for Random Variables generation from Gamma Distribution.
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Feb 16, 2018 - Jupyter Notebook
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
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Mar 9, 2023 - Jupyter Notebook
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
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Mar 3, 2022 - Jupyter Notebook
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
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Apr 8, 2018 - Tcl
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
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Mar 4, 2024
Simple tool for estimating frequencies of random variables.
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Mar 6, 2018 - Tcl
E1 222 Stochastic Models and Applications, IISc
probability coursework probability-distributions markov-chains stochastic-processes random-variables iisc iisc-bangalore
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Nov 20, 2024 - TeX
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
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Jan 12, 2022
For studying MMCS, defined special probability distributions as classes. Also renders example graphs.
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Jun 17, 2023 - TypeScript
Probability Methods for Informatics Engineering (University of Aveiro)
matlab probability bloom-filter hash-functions minhash probability-distribution probabilistic-programming random-number-generators random-variables
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Jan 11, 2018 - MATLAB
Forth defining words for random variables.
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Jul 31, 2024 - Forth
Intuitive Probability API in Python
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Dec 23, 2025 - Python
SUTD ISTD 2021 50.034 Introduction to Probability & Statistics 1D Project
data-science scraper statistics correlation exploratory-data-analysis scraping probability mathematics data-visualization dataset data-visualisation data-analytics probability-distribution data-analysis data-exploration correlation-coefficient correlation-matrix pearson-correlation random-variables pearson-correlation-coefficient
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May 11, 2022 - Python
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