GitHub topics: bayesian-network

Repositories

khteh/pAIthon

Python AI, ML, DL and NLP exploration playground.

Language: Python - Size: 2.21 GB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

2ReeMan/Autonomous-Skill-Builder-Agent

🛠️ Build personalized learning paths with the Autonomous Skill Builder Agent, leveraging AI to enhance skill mastery and adaptive learning experiences.

Language: TypeScript - Size: 1.53 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Jstacs/Jstacs

Language: Java - Size: 36.9 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 22 - Forks: 5

ENSTA-U2IS-AI/torch-uncertainty

Open-source framework for uncertainty and deep learning models in PyTorch :seedling:

Language: Python - Size: 7.63 MB - Last synced at: 10 days ago - Pushed at: 29 days ago - Stars: 442 - Forks: 35

agrumery/aGrUM

This repository is a mirror. If you want to raise an issue or contact us, we encourage you to do it on Gitlab (https://gitlab.com/agrumery/aGrUM).

Language: Jupyter Notebook - Size: 327 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 45 - Forks: 0

MaxHalford/sorobn

🧮 Bayesian networks in Python

Language: Python - Size: 505 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 261 - Forks: 37

msmrexe/python-bayesian-network-inference

A Python implementation of Bayesian Networks from scratch, featuring exact inference (Variable Elimination) and approximate inference algorithms (Rejection Sampling, Gibbs Sampling, and Likelihood Weighting).

Language: Python - Size: 40 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 0

openturns/otagrum

OT/aGrUM module

Language: C++ - Size: 4.97 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 6 - Forks: 4

noriakis/scstruc

Evaluation of gene regulatory network based on Bayesian network structure in single-cell transcriptomics

Language: R - Size: 7.27 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

furrer-lab/abn

Bayesian network analysis in R

Language: R - Size: 82.8 MB - Last synced at: 5 days ago - Pushed at: 16 days ago - Stars: 8 - Forks: 0

Renovamen/pcalg-py

Implement PC algorithm in Python | PC 算法的 Python 实现

Language: Python - Size: 666 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 118 - Forks: 29

fulldecent/19-questions

A machine learning / bayesian inference engine assigning attributes to objects

Language: PHP - Size: 177 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 15 - Forks: 6

stasaki/CINDERellA

Causal Inference Networks for Determining Expression Relationships Anthology

Language: MATLAB - Size: 647 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

pinellolab/crispr-bean

Base Editing screens' Activity-Normalized variant effect size estimation

Language: Python - Size: 25.6 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 9 - Forks: 2

planplus/causality_zh

"Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记

Language: JavaScript - Size: 1.58 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 4

tmlr-group/CausalCOAT Fork of LFhase/CausalCOAT

[NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"

Language: Jupyter Notebook - Size: 5.94 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 21 - Forks: 3

KriChau95/AI-Project-2

This project develops Bayesian agents that navigate mazes using probabilistic inference. They strategically plan paths to locate and capture stationary or moving targets in uncertain environments.

Language: Python - Size: 977 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

VicentePerezSoloviev/EDAspy

Estimation of Distribution algorithms Python package

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 9

ReactiveBayes/BipartiteFactorGraphs.jl

A Julia package for working with bipartite factor graphs

Language: Julia - Size: 536 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

cbg-ethz/SGS

Inference in Bayesian Networks with R

Language: R - Size: 5.21 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 3

AaronGSM5/Phone-prediction-App

Ever wonder what phone someone might prefer based on their demographics? This AI-powered tool predicts whether a user is more likely to choose an Apple or Android device, based on their age and wealth probabilities. Discover insights into consumer preferences with a sleek, intuitive interface.

Language: Python - Size: 36.1 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

fonkurz/feda_labs

Language: Jupyter Notebook - Size: 9.82 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

dewi-batista/bayesian-network-classifiers

Brief project applying Bayesian networks to classification

Language: Python - Size: 377 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

hase3b/DiaCausal

DiaCausal: AI-driven causal analysis of diabetes risk factors.

Language: Python - Size: 25.9 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

andreacasalino/Easy-Factor-Graph

General purpose C++ library for managing discrete factor graphs

Language: C++ - Size: 17.9 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 37 - Forks: 5

niccolozanotti/gaussian-bn

A library to reconstruct climate-related bayesian network from geospatial time series data

Language: Jupyter Notebook - Size: 220 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

melmasri/parallelDG

Parallel Bayesian inference for decomposable graphical models.

Language: Python - Size: 6.3 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

NewcastleRSE/BayesNetty

Bayesian Network Software for Genetic Analyses

Language: C++ - Size: 8.35 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

dirmeier/structure-learning-with-pymc

Demo how one could use PyMC3 to learn the structure of a Bayesian network.

Language: Python - Size: 275 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 4

Giovannibriglia/ContinuousBayesianNetwork

A PyTorch-based Bayesian Network framework that supports both discrete and continuous data types. Optimized for GPU acceleration and batch operations, this framework is designed for dynamic network structures and multi-agent scenarios, offering a flexible and scalable approach to learn and inference probabilities in complex domains.

Language: Python - Size: 232 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

bmihaljevic/bnclassify

Learning Discrete Bayesian Network Classifiers from Data

Language: R - Size: 2.2 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 11

kumar-shridhar/PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

Language: Python - Size: 66.2 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 1,498 - Forks: 329

Developer-Marcos/desafiando-laplace

Simulação de uma inteligência que calcula cada movimento e desafia suas escolhas com base em probabilidades.

Language: Python - Size: 32.2 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

uio-bmi/dagsim

A framework and specification language for simulating data based on graphical models

Language: Python - Size: 6.49 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 19 - Forks: 3

niupuhua1234/TRIMER

TRIMER is a package for building integrated metabolic–regulatory models base on Bayesian network. TRIMER can be used for knockout phenotype prediction and knock flux prediction.

Language: MATLAB - Size: 14.6 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 6 - Forks: 1

ralmond/CPTtools

Language: R - Size: 885 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

samanyougarg/Group-Emotion-Recognition

Group Emotion Recognition using deep neural networks and Bayesian classifiers.

Language: Jupyter Notebook - Size: 172 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 46 - Forks: 25

Zhuagenborn/Berkeley-CS188-Artificial-Intelligence

👻 Solutions for the course "CS188: Artificial Intelligence" of University of California, Berkeley.（加州大学伯克利分校《CS188：人工智能》的课程作业。）

Language: Python - Size: 2.75 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

MatteoFasulo/BayesianHeartDisease

Heart Disease Risk Assessment using Bayesian Networks

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

lingfeiwang/findr

Fast Inference of Networks from Directed Regulations

Language: C - Size: 1.77 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 4

apear9/riskmapr

Code for riskmapr apps for invasive weed risk mapping

Language: R - Size: 13.6 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 2

miltiadiss/CEID_NE562-Data-Mining-and-Machine-Learning-Algorithms 📦

This project involves analyzing a dataset through statistics and visualizations to uncover patterns & correlations. It trains classifiers (Neural Networks, Random Forests, Bayesian Networks) to predict physical activities and evaluates their performance. Finally, it clusters participants' activities using 3 algorithms, comparing their effectivenes.

Language: Jupyter Notebook - Size: 63.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

mikeroyal/Bayesian-Statistics-Guide

Bayesian Statistics Guide

Language: MATLAB - Size: 180 KB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 15 - Forks: 4

koriavinash1/pgm

Graph: Representation, Learning, and Inference Methods

Language: Python - Size: 253 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

TiagoCortinhal/SalsaNext

Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

Language: Python - Size: 36.2 MB - Last synced at: 8 months ago - Pushed at: 12 months ago - Stars: 432 - Forks: 105

Christabel-ML/Bayesian-Risk-Model

The project explores Bayesian networks, probabilistic reasoning and decision analysis in Data Science and AI. The repository includes Bayesian network modelling for decision-making under uncertainty, statistical analysis and probability computations using Python. Predictive modelling using linear regression. Machine learning applied in real world.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

hayesall/bn-rule-extraction

Rule Extraction from Bayesian Networks

Language: Python - Size: 169 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 3

E-rmz/diabetes_bayesian_network

Risk Assessment using Bayesian Networks (pgmpy library)

Language: Jupyter Notebook - Size: 4.86 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

ralmond/RNetica

An R Package that provides a binding for the Netica API

Language: C - Size: 103 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 3

cbg-ethz/clustNet

Network-based clustering

Language: R - Size: 17.3 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0

Big-ShahMir/Bayesian_Networks

This project implements a Naive Bayesian model and the Variable Elimination algorithm to predict salaries based on demographic attributes from the 1994 US Census, while exploring fairness in machine learning predictions across gender to address potential biases in decision-making.

Language: Python - Size: 356 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

josemonteiro/tDBN

Language: Java - Size: 445 KB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 3

yakovypg/TitanicSurvivalPredictor

Python script that can predict a survival on the Titanic.

Language: Python - Size: 5.86 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ax-va/Project-BayesianPy

This is a collection of algorithms and models written in Python for probabilistic programming. The main focus of the package is on Bayesian reasoning by using Bayesian networks, Markov networks, and their mixing.

Language: Python - Size: 1.54 MB - Last synced at: 8 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

MunjPatel/Bayesian-Networks-A-Practical-Guide

This repository demonstrates the application of Bayesian Networks for modeling relationships between variables, enabling data-driven predictions and decision-making. It includes real-world use cases such as disease prediction, loan default classification, weather forecasting, and stock price forecasting.

Language: Python - Size: 11.7 KB - Last synced at: 8 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

bayesjs/bayesjs

Inference on Bayesian Networks

Language: TypeScript - Size: 8.28 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 11

ostwalprasad/LGNpy

Linear Gaussian Bayesian Networks - Inference, Parameter Learning and Representation. 🖧

Language: Python - Size: 702 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 36 - Forks: 8

Mkhoa161/Gene-Trait-Probability-Model

A Python-based project that uses probabilistic models to calculate gene inheritance and trait expression based on family data.

Language: Python - Size: 3.91 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Goulett/GBM-treatment-gene-expression-BNA

A Bayesian network analysis of treatment-gene expression relationships in patients with Glioblastoma multiforme.

Language: R - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

vishnu-vamshii/Advanced-Machine-Learning-Projects

Covered Advanced Machine Learning topics like hyperparameter tuning for Machine Learning techniques, GridSearchCV, Pruning, Linear SVM Regressor, Polynomial Kernel SVM Regressor, Bayesian Network Analysis etc,.

Language: HTML - Size: 4.11 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

paololapo/BayesianNetworks

Bayesian Networks can investigate conditional dependencies from the data: implementation of the K2 algorithm and comparison with standard models.

Language: Jupyter Notebook - Size: 6.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

krichelj/AI_BGU_2021

Artificial Intelligence course, Computer Science M.Sc., Ben Gurion University of the Negev, 2021

Language: Python - Size: 463 KB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

SubhajitMondal95/Credit-card-fraud-detection

Credit Card Fraud detection by using Bayesian Network.Along with performed Variable Elimination and Gibbs Sampling.

Language: Python - Size: 253 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

shettyvarshaa/ML-LAB

Machine Learning Lab Programs in the curriculum

Language: Python - Size: 749 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

SavinRazvan/heredity

An AI that assesses the likelihood of genetic traits in individuals using a Bayesian Network to analyze family genetic data, modeling genetic inheritance and mutations to infer probabilities of gene presence and trait expression.

Language: Python - Size: 3.91 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mlange-42/bbn

Bayesian Belief Network CLI/TUI tool and Go module.

Language: Go - Size: 305 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

kzaleskaa/artificial-intelligence-introduction

Introduction to Artificial Intelligence from the scratch, featuring hands-on implementations of essential algorithms.

Language: Jupyter Notebook - Size: 1.43 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

smallsmallstrong/Bayesian-Network-Adult-Income

This is a project for course probalistic graphic model.

Language: Jupyter Notebook - Size: 1.29 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

iankurgarg/Foundations-of-Data-Science

Assignments from the course Foundations of Data Science. Linear Regression, Logistic Regression, PCA for Eigen Faces, GMeans, Bayesian Networks etc.

Language: Python - Size: 1.86 MB - Last synced at: over 1 year ago - Pushed at: almost 9 years ago - Stars: 0 - Forks: 1

elmahsieh/BayeisanNetworkInference

This project implements both exact and approximate inference techniques for Bayesian Networks using enumeration and rejection sampling, respectively. It processes Bayesian Network structures in XMLBIF format, accepting command-line inputs to compute the posterior distribution of a query variable given observed evidence.

Language: Java - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0