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Projects in Awesome Lists tagged with probability-distribution

A curated list of projects in awesome lists tagged with probability-distribution .

https://github.com/tatevkaren/mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

bootstrap canonical-correlation clustering data-imputation dimensionality-reduction factor-analysis-methods importance-sampling inverse-transform-method linear-regression monte-carlo-simulation pca-analysis probability-distribution python3 r regression-analysis rejection-sampling statistcal-tests

Last synced: 10 Apr 2025

https://github.com/neysofu/tyche

Statistics utilities for the JVM - in Scala!

functional-programming probability-calculator probability-distribution statistics

Last synced: 30 Apr 2025

https://github.com/thoglu/jammy_flows

A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control. The connection between different manifolds is fixed via an autoregressive structure.

manifolds normalizing-flows pdf probability-distribution

Last synced: 11 May 2025

https://github.com/epiverse-trace/epiparameter

R package with classes and helper functions for working with epidemiological parameters and access to a library of epidemiological parameters for infectious diseases

data-access data-package epidemiology epiverse probability-distribution r r-package

Last synced: 26 Jul 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/phitter-hub/phitter-kernel

Phitter is a python library for accurately fitting statistical distributions to datasets, offering intuitive usage, comprehensive visualization, and support for multiple distributions to enhance data analysis projects.

operations-research probability-distribution probability-models simulation

Last synced: 10 Aug 2025

https://github.com/pharmcat/mvnormalcdf.jl

Quasi-Monte-Carlo numerical computation of multivariate normal probabilities

julia multivariate-probabilities mvnormal probability-distribution quasi-monte-carlo statistics

Last synced: 05 Apr 2025

https://github.com/tansey/sdp

Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning

deep-learning density-estimation machine-learning-algorithms probability-distribution tensorflow tensorflow-models

Last synced: 07 Oct 2025

https://github.com/isarn/isarn-sketches

Sketching data structures for scala, including t-digest

algebird data-sketching numeric probability-distribution scala sketching t-digest

Last synced: 22 Apr 2025

https://github.com/smoren/probability-selector-php

Selection manager for the next element from data source based on uniform distribution of selections

helper php-library probability-distribution

Last synced: 15 Apr 2025

https://github.com/rsquaredacademy/vistributions

Visualize probability distributions

ggplot2 plotly probability-distribution r visualization

Last synced: 13 Apr 2025

https://github.com/yymao/tracywidom

Generate the Tracy-Widom distribution functions for beta = 1, 2, or 4 in Python

probability-distribution python random-matrix-theory tracy-widom

Last synced: 19 Jun 2025

https://github.com/szczyglis-dev/python-lottery-dataset-analyze

[Python] A Jupyter notebook illustrating methods for analyzing a historical lottery results dataset. The example demonstrates assessing linear relationships between variables, incorporating astronomical data, and visualizing number distributions.

analyze-data astronomy csv data-science datasets jupyter linear-regression lottery-draw notebook-jupyter plot predictive-modeling probability-distribution python random relationship skyfield

Last synced: 29 Jun 2025

https://github.com/ericmjl/what-are-probability-distributions

PyCon 2020 Talk on "what probability distributions are"

probability probability-distribution statistics

Last synced: 11 Sep 2025

https://github.com/urbanjost/m_datapac

The NIST DATAPAC package modularized and made available as an fpm(1) package

fortran fortran-package-manager probability-distribution random random-number-generator rng statistics

Last synced: 20 Feb 2025

https://github.com/berrij/sstudentt

A python implementation of the skewed student-t distribution

probability-distribution statistics student-t

Last synced: 06 Oct 2025

https://github.com/johannesbuchner/fasterscipydists

fasterscipydists provides faster scipy.stats distributions

probability-distribution scipy statistics

Last synced: 15 Jul 2025

https://github.com/djeada/statistics-notes

This repository contains notes, explanations, and code snippets related to essential statistics concepts and techniques. The materials cover a range of topics, from basic probability and descriptive statistics to more advanced concepts like hypothesis testing and confidence intervals.

confidence-intervals geostatistics hypothesis-testing kriging-models probability-distribution statistics time-series

Last synced: 13 Apr 2025

https://github.com/coatless-rpkg/visualize

Visualize probability distributions values

graph probability-distribution r

Last synced: 25 Aug 2025

https://github.com/alec42/distributacalcul

Calculatrice de moments, mesures de risques, fonctions de densité et répartition, et plus pour plusieurs distributions continues, discrètes et composées. Un outil crée avec les étudiants en actuariat à l'Université Laval en tête.

actuarial actuarial-functions actuarial-science mathematics probability probability-distribution r shiny-apps

Last synced: 29 Oct 2025

https://github.com/zelosleone/oracle

A Next.js-powered divination app using dual-source entropy (Random.org API + Fisher-Yates shuffle) with TypeScript, TailwindCSS, and Web Speech API integration.

accesibility bijective-maps fisher-yates-shuffle i18n nextjs permutation probability-distribution react responsive-design stochastic-processes tailwindcss typescript web-speech-api

Last synced: 26 Sep 2025

https://github.com/simphotonics/sample_statistics

Sample statistics, histograms, probability distributions, and random sample generators for Dart.

error-function probability-distribution random random-number-generators sample statistics

Last synced: 09 Apr 2025

https://github.com/philipperemy/neural-probability-dist-sampler

Training a network to sample from any probability distributions such as exponential distribution.

deep-learning deep-neural-networks probability-distribution sampler statistics tensorflow

Last synced: 16 Aug 2025

https://github.com/harryr/doublevision

Analyse statistical properties of ciphers and hash functions operating over prime fields

galois-field hash-functions prime-numbers probability-distribution

Last synced: 18 Mar 2025

https://github.com/sethaxen/rand_invwishart

additional materials for the paper "Efficiently generating inverse-Wishart matrices and their Cholesky factors"

inverse-wishart probability-distribution

Last synced: 09 Jul 2025

https://github.com/diyer22/distribution_playground

2D Probability Distribution "Playground" for Generative Models.

density-estimation generative-model probability-distribution

Last synced: 04 Sep 2025

https://github.com/loneicewolf/cs-notes

Computer Science Notes! PyTorch,TF,ETC.

ai artificial-intelligence cnn cnn-keras cnns kth nn probability-distribution

Last synced: 09 Apr 2025

https://github.com/openpra-org/inverse-canopy

An inverse estimation technique for back-fitting conditional/functional event probability distributions in an event tree to match target end-state frequencies.

event-tree fault-tree pra probabilistic-risk-assessment probability-distribution reliability reliability-engineering risk-assessment

Last synced: 30 Dec 2025

https://github.com/adolbyb/matlab-prob-distributions

A Statistics Assignment for Probability Distributions done with MatLab

matlab probability probability-distribution statistics

Last synced: 13 Mar 2025

https://github.com/nishkarsh25/minimum-time-in-mess

This project involves the analysis of the minimum time spent in a mess by a person. It includes the analysis of three different factors affecting the minimum time spent in the mess: Entry rate Service rate Eating time These factors are combined to calculate the overall minimum time spent in the mess using mathematical equations.

histogram jupyter-notebook probability-distribution python

Last synced: 15 Mar 2025

https://github.com/vscav/2048

A 2048 revisited game, using laws of mathematical probabilities.

game probability-distribution typescript vite vue3

Last synced: 23 Feb 2025

https://github.com/ricardomatias/roll

Let's you pick an element randomly based on a chosen probability distribution

javascript probability probability-distribution random

Last synced: 09 Apr 2025

https://github.com/gabrielcrepeault/tvarPackage

R functions to calculate different VaR and TVaR of principal probability distribution

formula probability probability-distribution r rpackage

Last synced: 29 Jul 2025

https://github.com/dhrupad17/statistics-and-probability-for-data-science

This is a repository containing the notes on statistics and probability for Data Science from basics to Advance

descriptive-statistics probability-density-function probability-distribution statistics-for-data-science

Last synced: 16 Oct 2025

https://github.com/nishkarsh25/risk-profiling

In this report, we will discuss the simulation of temperature distribution, probability of error, and expected cost for a thermometer risk cost analysis. The project aims to analyze the risk involved in using a thermometer to measure the temperature of a certain object. The temperature distribution is simulated using numpy and matplotlib library.

histogram jupyter-notebook probability-distribution python

Last synced: 12 Oct 2025

https://github.com/matbesancon/distributionsexamples.jl

Examples of analyses run using Distributions.jl

julialang probability-distribution statistics tutorial

Last synced: 28 Oct 2025

https://github.com/roushankhalid/cs50-s-ai

This repository contains my notes, implementations, and projects from CS50’s Introduction to AI with Python, covering topics like search algorithms, logic, probability, optimization, machine learning, neural networks, and NLP. 🚀

knowledge-representation machine-learning neural-networks nlp-machine-learning probability-distribution search-algorithm uncertainty

Last synced: 15 Jul 2025

https://github.com/rwth-irt/kerneldistributions.jl

Subset of Distributions.jl which can be used in CUDA kernels.

julia-language probability-distribution

Last synced: 10 Jun 2025

https://github.com/jonasraoni/probability-randomizer

Generates randomized data based on fixed probabilities.

chance php probability probability-distribution random random-generation

Last synced: 20 Mar 2025

https://github.com/tonyh0401/python-monoalphabetic-cipher-using-frequency-analysis

Developing a Monoalphabetic Cipher python program using frequency analysis, statistics and probability (Statistics and Probability Course Midterm Assignment).

probability-distribution python

Last synced: 04 Oct 2025

https://github.com/ahmadabbadi101/stable-diffusion

Probability-based analysis of Stable Diffusion Model. Scaling down the model into fairly simple practical tasks. Done as a university project with two colleagues.

analysis probabilistic-models probability probability-distribution python stable-diffusion

Last synced: 30 Aug 2025

https://github.com/ayushshahh/birthdayparadox

Calculate the probability that at least two people out of n randomly chosen people will share the same birthday

birthday-paradox birthday-problem prediction probability probability-distribution

Last synced: 28 Mar 2025

https://github.com/ilovebacteria/probability-course-exercise

Analysis of Zipf's law, Benford distribution, Binomial and Hypergeometric distribution

benford binomial-distribution hypergeometric-distribution probability-distribution zipfs-law

Last synced: 03 Mar 2025

https://github.com/mysftz/probability-distribution-report

LaTeX written report for the analysis of Probability Distribution for a submission towards my bachelors of science degree. Python files are linked below.

latex latex-document probability probability-distribution university university-laboratory

Last synced: 14 May 2025

https://github.com/denny-b-justin/statistical-modelling-of-climate-change-using-python

The objective of the study is to analyze rainfall data of San Francisco and to study the rainfall variation in pattern happened in the last few years.

climate-data probability-distribution python statistical-models

Last synced: 14 Mar 2025

https://github.com/akshayreddykotha/intro-data-prob

Exploratory Data Analysis of the BRFSS data. Association between the variables.

exploratory-data-analysis probability-distribution rstudio

Last synced: 27 Feb 2025

https://github.com/cyberoctane29/epa-carbon-monoxide-aqi-analysis

This project continues my EPA Air Quality AQI Analysis, focusing on carbon monoxide levels in EPA data. Using Python, I applied statistics, probability analysis, outlier detection, sampling, and hypothesis testing to assess pollution and health impacts. Leveraging Pandas, NumPy, SciPy, and Matplotlib, it supports environmental policy decisions.

data-analysis eda hypothesis-testing probability-distribution sampling sampling-distribution statistical-analysis

Last synced: 24 Mar 2025

https://github.com/saeun-park/regression-analysis

통계이론연구실 학부연구생

analysis probability-distribution r simulation

Last synced: 01 Apr 2025

https://github.com/smpotts/probability-distributions

Analyzing real world probability distributions using the statistical modeling packages in R.

probability-distribution r-programming

Last synced: 01 Apr 2025

https://github.com/danielafishwickinacap/probability_eval_2

Probability assignment answers

probability-distribution r

Last synced: 12 Jun 2025

https://github.com/cleoold/linearly_varying_binomial_distribution_calcs

a "binomial" distribution with linearly increasing chance. Originally from a game Arknights, simulating the card pool system

game-arknights probability-distribution

Last synced: 26 Oct 2025

https://github.com/beliavsky/fit-student-t-distribution

Fit a Student t distribution to univariate data via maximum likelihood

maximum-likelihood-estimation nelder-mead probability-distribution statistics t-distribution

Last synced: 26 Oct 2025

https://github.com/inspirateur/dnd-hit-count

https://www.reddit.com/r/3Blue1Brown/comments/o4o6zx/probability_distributions_for_dice/

dnd dnd-tools dnd5e-tools probability probability-distribution

Last synced: 20 Feb 2025

https://github.com/amirjahantab/normal_distribution

This document provides a comprehensive guide to understanding the normal distribution, the standard normal distribution, and the standard normal table (Z-table). These concepts are fundamental in statistics and are widely used for various statistical analyses estimation.

normal-distribution normalization probability probability-distribution

Last synced: 01 Mar 2025

https://github.com/thechibo/estim

Distribution Parameter Estimation - DEPRECATED - please use https://github.com/thechibo/joker

estimation maximum-likelihood-estimation moment-estimation probability-distribution r r-package statistics

Last synced: 12 Dec 2025

https://github.com/isach/math0062-project-2

MATH0062 Project 2 - Numerical methods for calculating discrete random variables, around a medical problem.

medecine probabilistic-programming probability probability-distribution

Last synced: 12 Oct 2025

https://github.com/samcole8/degree-calculator

A Python-based degree calculator with some useful statistics.

calculator degree degree-classification monte-carlo probability-distribution

Last synced: 15 Oct 2025

https://github.com/eyuuab/EDA-Estimation-of-Distribution-Algorithm-

implementation example for estimation of distribution Algorithms

eda genetic-algorithms probability-distribution

Last synced: 18 Oct 2025

https://github.com/beliavsky/garch

Simulation and estimation of ARCH and GARCH processes, used to model the time-varying standard deviation (volatility) of asset returns, with conditional distributions such as the normal, Laplace, and Student t.

finance gjr-garch laplace-distribution monte-carlo nelder-mead normal-distribution probability-distribution quantitative-finance simulation t-distribution volatility volatility-modeling

Last synced: 15 Jun 2025

https://github.com/achalesh27022003/lyrics-generator

This is lyric generator project based on Machine Learning, Markov Chain , Numpy Library and Probability distribution concepts. Thanks to Mohit Uniyal Sir.

characterlanguagemodel lyrics-generator machine-learning markov-chain numpy-arrays numpy-library probability-distribution python3

Last synced: 17 Jun 2025