Projects in Awesome Lists tagged with probability

https://github.com/idsia/crema

Crema: Credal Models Algorithms

bayesian bayesian-models credal credal-models crema imprecise-probability inference probabilistic-graphical-models probability

Last synced: 11 Nov 2024

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

PyCon 2020 Talk on "what probability distributions are"

probability probability-distribution statistics

Last synced: 14 Oct 2024

https://github.com/srom/distributions

Notebooks on how to use PyTorch distributions to build probabilistic deep neural networks.

deep-learning probability pytorch

Last synced: 23 Oct 2024

https://github.com/gagniuc/markov-chains-detector-in-vb6

The current VB6 application is a detector that uses observation sequences to construct the transition matrices for two models, which are merged into a single log-likelihood matrix (LLM). A scanner can use this LLM to search for regions of interest inside a longer sequence called z (the target).

detector markov-chains matrix-calculations models patterns probability scanner sliding-windows transition vb6 vb6-source

Last synced: 15 Nov 2024

https://github.com/vanessaaleung/data-science-notes

Data Science Learning Notes

data-science data-visualization machine-learning marketing-analytics object-oriented-programming probability product-management python3 sql statistics

Last synced: 10 Nov 2024

https://github.com/r-kataria/probabilistic

A python package for probabilistic function execution.

probability python

Last synced: 08 Nov 2024

https://github.com/dkasak/pacal

ProbAbilistic CALculator - a package for computing with probability distributions

mirror probabilistic-calculator probabilistic-programming probability python

Last synced: 15 Oct 2024

https://github.com/r-kataria/probabilistic.py

A python package for probabilistic function execution.

probability python

Last synced: 15 Dec 2024

https://github.com/stdlib-js/stats-base-dists

Standard library probability distribution modules.

dist distribution javascript lib library math mathematics node node-js nodejs probability standard statistics stats stdlib

Last synced: 12 Nov 2024

https://github.com/fponticelli/diceroller

Dice parsing and rolling

dice haxe probability

Last synced: 10 Dec 2024

https://github.com/mathworks-teaching-resources/descriptive-stats-and-probability

Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.

courseware cwm matlab matlab-live-script probability probability-statistics statistical-learning statistics

Last synced: 23 Nov 2024

https://github.com/papagorgio23/marchmadness

Predicting 2018 March Madness Basketball games

basketball college-basketball kaggle-march-madness march-madness monte-carlo monte-carlo-simulation probability

Last synced: 01 Dec 2024

https://github.com/akkefa/ml-notes

Notes for Mathematics for Machine learning and Data Science.

book computer-science data-science linear-algebra mathematics notes probability statistics topics

Last synced: 24 Dec 2024

https://github.com/aahouzi/ab_test_guidlines

This project focuses on fundamental steps to set up an A/B test experiment, alongside some statistical analysis in Python.

abtest-framework abtesting ecommerce hypothesis-testing marketing probability python3 statistics

Last synced: 27 Oct 2024

https://github.com/pblischak/zprob

A Zig Module for Random Number Distributions

module probability random-sampling statistics zig

Last synced: 06 Nov 2024

https://github.com/alphaville/probabilitycookbook

Probability Cookbook

cookbook probability

Last synced: 21 Nov 2024

https://github.com/hummusonrails/probability-cli

An interactive Bayesian Probability Calculator CLI that guides users through updating beliefs based on new evidence.

bayesian cli probability rust rust-lang

Last synced: 24 Oct 2024

https://github.com/bydevmar/master_masd_fpo

Ce dépôt GitHub regroupe tous les cours, TP, TD, projets, et exercices de ma formation en master en mathématiques appliquées pour la science des données. Parcourez-le pour une vue complète de mon parcours académique, offrant une perspective détaillée de mon apprentissage dans ce domaine.

acp afc algebra big-data-analytics dashboards data-analysis datascience economics english graph-theory latex linear-algebra non-linear-algebra probability prog python scientific-research software-package statistics

Last synced: 17 Nov 2024

https://github.com/jorenham/hall

Probability and statistics in pure python with intuitive syntax

maths probability probability-theory python science

Last synced: 28 Oct 2024

https://github.com/xmodar/network_moments

A toolkit for computing some probabilistic moments of deep neural networks.

deep-learning neural-networks probability

Last synced: 06 Nov 2024

https://github.com/aditeyabaral/lok-sabha-election-twitter-analysis

Twitter Feeds were analysed during the Lok Sabha Elections 2019 to guage the overall popularities of each party and predict the winner based solely on the tweets made by the population. This was made as a part of our Data Science course (UE18CS203) at PES University.

data-analysis data-science data-visualization elections loksabha nlp prediction probabilistic-graphical-models probability python python3 sentiment-analysis sentiment-classification sentiment-polarity sentiment-scores social-media socialmediaanalytics statistical-analysis statistical-models twitter

Last synced: 16 Nov 2024

https://github.com/gagniuc/predictions-with-markov-chains

Predictions with Markov Chains is a JS application that multiplies a probability vector with a transition matrix multiple times (n steps - user defined). On each step, the values from the resulting probability vectors are plotted on a chart. The resulting curves on the chart indicate the behavior of the system over n steps.

future html5 html5-canvas initial-vector javascript js markov-chain matrix prediction probability states steps system transition-matrix

Last synced: 15 Nov 2024

https://github.com/ankur-deka/machine-learning-notebooks

Simple Experiments mainly on Machine Learning

bayesian-inference deep-learning gaussian-processes machine-learning natural-gradients probability pytorch variational-autoencoder

Last synced: 11 Nov 2024

https://github.com/stdlib-js/stats-base-dists-binomial-cdf

Binomial distribution cumulative distribution function (CDF).

bernoulli binomial cdf cumulative discrete dist distribution distribution-function exponential-family independent-trials javascript node node-js nodejs prob probability statistics stats stdlib successes

Last synced: 02 Jan 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: 11 Oct 2024

https://github.com/rodrigosetti/probdist

Probability Distributions in Node JS

distributions probability statistics

Last synced: 16 Dec 2024

https://github.com/abdallahhemdan/10-days-of-statistics-solutions

HackerRank 10 Days of Statistics Solutions

hackerrank hackerrank-solutions probability statistics

Last synced: 20 Dec 2024

https://github.com/gagniuc/discrete-probability-detector-js

Discrete Probability Detector (DPD) application uses an algorithm that transforms any sequence of symbols into a transition matrix. It is able to detect the number of states from the sequence and calculate the transition probabilities between these states. This version of DPD is made in JavaScript.

css detector discrete dpd html javascript matrices probability sequences strings text transition

Last synced: 15 Nov 2024

https://github.com/josacar/walker_method

A Crystal implementation of Walker's Alias Method for quickly sampling from an array with a given probability distribution

algorithm crystal crystal-language hacktoberfest probability shards walker-alias

Last synced: 12 Dec 2024

https://github.com/gagniuc/discrete-probability-detector-in-vb6

Discrete Probability Detector (DPD) is an algorithm that transforms any sequence of symbols into a transition matrix. It is able to detect the number of states from the sequence and calculate the transition probabilities between these states. This version of DPD is made in Visual Basic 6.0.

algorithm detector discrete machine-learning-algorithms matrix predictions probability text text-mining transitions

Last synced: 15 Nov 2024

https://github.com/gagniuc/markov-chains-scanner

The current JS application is a detector that uses observation sequences to construct the transition matrices for two models, which are merged into a single log-likelihood matrix (LLM). A scanner can use this LLM to search for regions of interest inside a longer sequence called z (the target).

detector html5 javascript js markov-chains markov-model model probability scanner sliding-windows transition-matrix

Last synced: 15 Nov 2024

https://github.com/gagniuc/markov-chains-simulation-framework

The Markov Chains - Simulation framework is a Markov Chain Generator that uses probability values from a transition matrix to generate strings. At each step the new string is analyzed and the letter frequencies are computed. These frequencies are displayed as signals on a graph at each step in order to capture the overall behavior of the MCG.

markov-chain markov-model physics-simulation probability simulation simulator transition-matrix vb6 vb6-application vb6-source

Last synced: 15 Nov 2024

https://github.com/gagniuc/markov-chains-prediction-framework

This application makes predictions by multiplying a probability vector with a transition matrix multiple times (n steps - user defined). On each step the values from the resulting probability vectors are plotted on a chart. The resulting curves on the chart indicate the behavior of the system over a number of steps.

markov-chains markov-model prediction probability transition transition-matrix vb6 vectors

Last synced: 15 Nov 2024

https://github.com/gagniuc/markov-chains-the-weather

This application uses a transition matrix to make predictions by using a Markov chain. For exemplification, the values from the transition matrix represent the transition probabilities between two states found in a sequence of observations.

markov-chain markov-model prediction probability transition-matrix vb6 vb6-application vb6-source weather

Last synced: 15 Nov 2024

https://github.com/stdlib-js/stats-base-dists-poisson

Poisson distribution.

discrete dist distribution javascript lib library node node-js nodejs poisson probability standard statistics stats stdlib univariate

Last synced: 14 Nov 2024

https://github.com/koriavinash1/pgm

Graph: Representation, Learning, and Inference Methods

active-trails bayesian-inference bayesian-network bfs bn-representation dfs gibbs-sampling gibbs-sampling-algorithm graph inference loopy-belief-propagation markov-networks message-passing-interface metropolis-hastings pgm pgm-inference pgm-learning pgm-representation probability

Last synced: 27 Oct 2024

https://github.com/vanhakobyan/different-projects

:fist:Visual Studio 2015, .NET Framework 4.6 , Yield ,IEnumerator, IEnumerable, Interface, Math, Iterator,Pow

ienumerable ienumerator mathematics probability

Last synced: 16 Dec 2024

https://github.com/suretnohq/chance

Give you a result from random calculation by decimal scoring

chance javascript-probability js-chance probability

Last synced: 14 Nov 2024

https://github.com/0xisk/study-mathematics

A repository focused on learning and practicing mathematics, by exploring different branches and with different mathematical tools.

descrete-math discrete-mathematics latex linear-algebra mathematics probability statistics

Last synced: 16 Dec 2024

https://github.com/stdlib-js/stats-base-dists-beta-pdf

Beta distribution probability density function (PDF).

beta continuous density dist distribution function javascript node node-js nodejs pdf prob probability statistics stats stdlib univariate

Last synced: 12 Nov 2024

https://github.com/gagniuc/discrete-probability-detector

These implementations make use of an algorithm called DPD (Discrete Probability Detector), that transforms any sequence of symbols into a transition matrix. DPD is able to detect the number of states from the sequence and calculate the transition probabilities between these states. This version of DPD is made in JavaScript, VBS and VB6.

algorithm dpd excel js matrix probability sequence string text transition vb6 vba

Last synced: 15 Nov 2024

https://github.com/xavikortes/atp-probability

Probability engine to predict tennis matches result

atp probability statistics stats tennis

Last synced: 16 Nov 2024

https://github.com/obsidiandynamics/brumby

Derivatives and multiples pricing for racing and sports.

betting model probability quant

Last synced: 15 Nov 2024

https://github.com/yakuza8/bayesian-inference

Bayesian Inference

bayesian-inference bayesian-network bayesian-statistics exact-inference joint-probability posterior-probability prior-probability probability probability-parser

Last synced: 28 Nov 2024

https://github.com/mohammadkarbalaee/java-stats

The final project of the introductory statistics and probabilities course taken at SBU on fall 2021

java jfreechart object-oriented-programming probability shahid-beheshti-university statistics swing

Last synced: 06 Dec 2024

https://github.com/peplxx/probability-explorer

Interactive web application for exploring and visualizing probability distributions

data-visualization distribution educational-tool matplotlib-pyplot probability statistics streamlit-app

Last synced: 20 Dec 2024

https://github.com/moindalvs/assignment_2_set_1

Assignment 2 Set 2

barplot boxplot descriptive-statistics inference labels matplotlib outlier-detection outliers pie-chart probability scipy-stats seaborn-plots

Last synced: 17 Nov 2024

https://github.com/theanasuddin/simplified-version-of-yahtzee

A single-player version of the classic probability dice 🎲 game Yahtzee™ written in Processing. Installer is available for 64-bit Windows OS. Executables are available for both 32-bit and 64-bit Windows OS. For Linux distros, executables are available for linux32, linux64, linux-arm64, and linux-armv6hf. Tech Stack: https://stackshare.io/theanasuddin/yahtzee

desktop-application dice dice-game game game-development pde probability processing strategy-game windows yahtzee yahtzee-game

Last synced: 17 Nov 2024

https://github.com/stdlib-js/stats-base-dists-gamma-mean

Gamma distribution expected value.

average avg continuous dist distribution expected gamma javascript mean node node-js nodejs prob probability statistics stats stdlib univariate

Last synced: 02 Nov 2024

https://github.com/stdlib-js/stats-base-dists-invgamma-mode

Inverse gamma distribution mode.

center continuous distribution dists gamma inverse invgamma javascript location mode node node-js nodejs prob probability statistics stats stdlib univariate

Last synced: 01 Nov 2024

https://github.com/ready-steady/statistics

Statistics

correlation distribution probability regression statistics

Last synced: 09 Nov 2024

https://github.com/typicalhog/randevu

Universal Probabilistic Daily Reminder Coordination System for Anything

algorithms blake3 coordination cryptography daily datetime deterministic foss hash offline probability randevu random rdv rdvt reminders rendezvous rust rust-language universal

Last synced: 12 Oct 2024

https://github.com/fnaufel/probestr

Probabilidade e Estatística com R

bookdown probability r statistics

Last synced: 25 Nov 2024

https://github.com/mdietrichstein/objc-murmur3-bloomfilter

Bloom filter implementation using murmur3 hashing written in Objective-C

algorithm bloom-filter bloom-filters hash ios murmur3-hashing objective-c probability

Last synced: 07 Dec 2024

https://github.com/stdlib-js/stats-base-dists-pareto-type1-mean

Pareto (Type I) distribution expected value.

average avg continuous dist distribution expected javascript mean node node-js nodejs pareto prob probability statistics stats stdlib univariate

Last synced: 10 Nov 2024

https://github.com/stdlib-js/stats-base-dists-erlang-ctor

Erlang distribution constructor.

cdf class constructor ctor dist distribution erlang javascript node node-js nodejs object pdf prob probability properties quantile statistics stats stdlib

Last synced: 11 Oct 2024

https://github.com/stdlib-js/stats-base-dists-laplace-cdf

Laplace distribution cumulative distribution function (CDF).

cdf continuous cumulative-distribution dist distribution distribution-function double-exponential exponential-family javascript laplace location-scale node node-js nodejs probability statistics stats stdlib univariate

Last synced: 29 Nov 2024

https://github.com/athammad/pbox

pbox R package. Exploring multivariate spaces with Probability Boxes

climate-change copula environmental-monitoring financial-analysis probability r risk-assessment risk-management statistics

Last synced: 14 Oct 2024

https://github.com/jlchntoz/luckyplayer

🤞An experimental library for controlling, handling and balancing the probabilites.

c-sharp gambling probability

Last synced: 19 Dec 2024

https://github.com/stdlib-js/stats-base-dists-beta-mean

Beta distribution expected value.

average avg beta continuous dist distribution expected javascript mean node node-js nodejs prob probability statistics stats stdlib univariate

Last synced: 24 Oct 2024

https://github.com/stdlib-js/stats-base-dists-erlang-quantile

Erlang distribution quantile function.

cdf continuous dist distribution erlang inverse javascript node node-js nodejs probability statistics stats stdlib univariate

Last synced: 11 Oct 2024

https://github.com/stdlib-js/stats-base-dists-erlang-logpdf

Natural logarithm of the probability density function (PDF) for an Erlang distribution.

continuous dist distribution erlang javascript ln log logarithm logpdf natural node node-js nodejs pdf probability statistics stats stdlib univariate

Last synced: 11 Oct 2024

https://github.com/stdlib-js/stats-base-dists-erlang

Erlang distribution.

continuous dist distribution erlang javascript lib library node node-js nodejs probability standard statistics stats stdlib univariate

Last synced: 11 Oct 2024

https://github.com/adrn/princetonstatsseminar

Supplementary material for my lecture on 6 Feb.

adrn-teaching bayesian-inference probability python statistics

Last synced: 02 Dec 2024

https://github.com/firelemons/probability-programs

The scripts for Introduction to Probability by Charles M. Grinstead and J. Laurie Snell ported to python

mathematics probability python

Last synced: 06 Dec 2024

https://github.com/stdlib-js/stats-base-dists-cauchy-cdf

Cauchy distribution cumulative distribution function (CDF).

cauchy cdf continuous cumulative cumulative-distribution dist distribution distribution-function javascript node node-js nodejs prob probability statistics stats stdlib univariate

Last synced: 15 Oct 2024

https://github.com/stdlib-js/stats-base-dists-uniform-mean

Uniform distribution expected value.

average avg continuous dist distribution expected javascript mean node node-js nodejs prob probability statistics stats stdlib uniform univariate

Last synced: 24 Oct 2024

https://github.com/stdlib-js/stats-base-dists-arcsine-median

Arcsine distribution median.

arcsine average avg center continuous dist distribution javascript location median node node-js nodejs prob probability statistics stats stdlib univariate

Last synced: 24 Oct 2024

https://github.com/mint-lab/prog_meets_math

Programming Meets Mathematics

calculus linear-algebra matplotlib numpy optimization probability python scipy

Last synced: 16 Nov 2024

https://github.com/robinka/bayesian-notebooks

Some notebooks for learning about bayesian models

bayesian-inference learning mcmc metropolis-hastings monte-carlo notebook numpy probability python

Last synced: 13 Nov 2024

https://github.com/stdlib-js/stats-base-dists-f-mode

F distribution mode.

center continuous dist distribution f fisher javascript location mode node node-js nodejs prob probability statistics stats stdlib univariate

Last synced: 26 Oct 2024

https://github.com/stdlib-js/stats-base-dists-exponential-pdf

Exponential distribution probability density function (PDF).

arrival-time continuous dist distribution exponential javascript life-time memoryless-property node node-js nodejs pdf probability statistics stats stdlib univariate

Last synced: 02 Nov 2024

https://github.com/stdlib-js/stats-base-dists-t

Student's t distribution.

continuous dist distribution javascript lib library node node-js nodejs probability standard statistics stats stdlib t univariate

Last synced: 12 Nov 2024

https://github.com/stdlib-js/stats-base-dists-weibull-kurtosis

Weibull distribution excess kurtosis.

continuous dist distribution javascript kurtosis node node-js nodejs prob probability statistics stats stdlib tails univariate weibull

Last synced: 12 Nov 2024

https://github.com/fulcrum6378/mergen_android

Mergen, a logical real-time robot, namely an "Artificial Mind", in C++ language, temporarily mounted on Android. These C++ libraries are intended to be mounted on real robots with FreeBSD operating system.

android audio-analysis audio-processing computer-vision cpp droid freebsd image-processing java jni jni-android logic probabilism probability real-time robot robotics vision vulkan vulkan-api

Last synced: 09 Nov 2024

https://github.com/stdlib-js/stats-base-dists-levy

Lévy distribution.

continuous dist distribution javascript levy lib library node node-js nodejs probability standard statistics stats stdlib univariate

Last synced: 10 Nov 2024

https://github.com/noahgift/safe-haven-probability

Some example turned to code in the book Safe Haven Investing on probability

haven probability safe taleb

Last synced: 13 Nov 2024

https://github.com/gagniuc/sequence-logo-block-style-with-axes

Sequence Logo - block style with axes (native Java Script) is an alternative that provides full control over how the graphics of a Sequence Logo should look like. All the inner workings of this open source application are written in native javascript. The application is independent of the internet.

algorithms axes browser canvas dna graphics java javascript js motif motif-analysis motifs native probability proteins rna sequence-logo

Last synced: 15 Nov 2024

https://github.com/gagniuc/php-markov-chains

Here are all the Markov Chain algorithms in PHP that are associated with the book entitled Markov chains: from theory to implementation and experimentation.

algorithms chain implementation markov matrices php probability stochastic transition

Last synced: 15 Nov 2024

https://github.com/gagniuc/markov-chains-java-script

Here are all the Markov Chain algorithms in java script that are associated with the book entitled Markov chains: from theory to implementation and experimentation.

algorithms chain events implementation marices markov matrix prediction probability transition

Last synced: 15 Nov 2024

https://github.com/gagniuc/entropy-of-text

Entropy is a measure of the uncertainty in a random variable. This application calculates the entropy of text. The current example calculates the entropy of sequence "TTTAAGCC". In the context of information theory the term "Entropy" refers to the Shannon entropy.

algorithm alphabet detector entropy javascript js math measurement probability random shannon shannon-entropy statistics variable