GitHub topics: bayesian-network

Repositories

ENSTA-U2IS-AI/torch-uncertainty

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

Language: Python - Size: 4.91 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 387 - Forks: 30

khteh/pAIthon

Exploration of python language features and AI/ML.

Language: Python - Size: 232 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - 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: 10 days ago - Pushed at: 10 days ago - Stars: 19 - Forks: 3

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: 10 days ago - Pushed at: 10 days ago - Stars: 38 - Forks: 0

noriakis/scstruc

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

Language: R - Size: 7.26 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

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: 13 days ago - Pushed at: 13 days ago - Stars: 6 - Forks: 1

furrer-lab/abn

Bayesian network analysis in R

Language: R - Size: 82.5 MB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 0

ralmond/CPTtools

Language: R - Size: 885 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 1

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: 221 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0

Jstacs/Jstacs

Language: Java - Size: 36.8 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 19 - Forks: 4

openturns/otagrum

OT/aGrUM module

Language: C++ - Size: 5.01 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 4

Renovamen/pcalg-py

Implement PC algorithm in Python | PC 算法的 Python 实现

Language: Python - Size: 666 KB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 117 - Forks: 29

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: about 1 month ago - Pushed at: about 1 year ago - Stars: 1,493 - Forks: 328

samanyougarg/Group-Emotion-Recognition

Group Emotion Recognition using deep neural networks and Bayesian classifiers.

Language: Jupyter Notebook - Size: 172 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 24

MatteoFasulo/BayesianHeartDisease

Heart Disease Risk Assessment using Bayesian Networks

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 5 - 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: 5 days ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 4

NewcastleRSE/BayesNetty

Bayesian Network Software for Genetic Analyses

Language: C++ - Size: 8.33 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

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: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

MaxHalford/sorobn

🧮 Bayesian networks in Python

Language: Python - Size: 549 KB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 253 - Forks: 35

mikeroyal/Bayesian-Statistics-Guide

Bayesian Statistics Guide

Language: MATLAB - Size: 180 KB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 4

koriavinash1/pgm

Graph: Representation, Learning, and Inference Methods

Language: Python - Size: 253 KB - Last synced at: 24 days ago - Pushed at: almost 3 years ago - Stars: 4 - 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: about 1 month ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 4

TiagoCortinhal/SalsaNext

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

Language: Python - Size: 36.2 MB - Last synced at: about 2 months ago - Pushed at: 6 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.

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VicentePerezSoloviev/EDAspy

Estimation of Distribution algorithms Python package

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: 27 days ago - Pushed at: 10 months ago - Stars: 42 - Forks: 9

pinellolab/crispr-bean

Base Editing screens' Activity-Normalized variant effect size estimation

Language: Python - Size: 25.4 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 9 - Forks: 2

hayesall/bn-rule-extraction

Rule Extraction from Bayesian Networks

Language: Python - Size: 169 KB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 3

fulldecent/19-questions

A machine learning / bayesian inference engine assigning attributes to objects

Language: PHP - Size: 175 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 7

andreacasalino/Easy-Factor-Graph

General purpose C++ library for managing discrete factor graphs

Language: C++ - Size: 17.9 MB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 4

E-rmz/diabetes_bayesian_network

Risk Assessment using Bayesian Networks (pgmpy library)

Language: Jupyter Notebook - Size: 4.86 MB - Last synced at: 4 months ago - Pushed at: 4 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: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 3

cbg-ethz/clustNet

Network-based clustering

Language: R - Size: 17.3 MB - Last synced at: 14 days ago - Pushed at: about 1 year 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: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

josemonteiro/tDBN

Language: Java - Size: 445 KB - Last synced at: 3 months ago - Pushed at: almost 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: 5 months ago - Pushed at: 5 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: 2 months ago - Pushed at: 5 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: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

bayesjs/bayesjs

Inference on Bayesian Networks

Language: TypeScript - Size: 8.28 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 11

cbg-ethz/SGS

Inference in Bayesian Networks with R

Language: R - Size: 5.21 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 2

ostwalprasad/LGNpy

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

Language: Python - Size: 702 KB - Last synced at: 17 days ago - Pushed at: over 2 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: 6 months ago - Pushed at: 6 months 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: 6 months ago - Pushed at: 6 months 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: about 2 months ago - Pushed at: 9 months 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: 8 months ago - Pushed at: 8 months 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: 2 months ago - Pushed at: about 2 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: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

shettyvarshaa/ML-LAB

Machine Learning Lab Programs in the curriculum

Language: Python - Size: 749 KB - Last synced at: 9 months ago - Pushed at: 9 months 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: 2 months ago - Pushed at: 10 months 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: 2 months ago - Pushed at: 10 months 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: 10 months ago - Pushed at: 11 months 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: 11 months ago - Pushed at: over 2 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: 11 months ago - Pushed at: over 8 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: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

haimgoldfisher/Inference_From_Bayesian_Network

Language: Java - Size: 1.46 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

lizzij/EI

Bayesian Baby :baby_bottle:: ‘Explain Intervention’ (EI) Experiment at Berkeley Early Learning Lab

Language: HTML - Size: 2.8 MB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

Harshraj1301/Pharma-KOL-Identification

Developed an advanced scoring and network model using Bayesian analysis to identify Key Opinion Leaders (KOLs) for a neurology product launch

Language: Jupyter Notebook - Size: 50.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

mspronesti/baylib

High-performance library for approximate inference on discrete Bayesian networks on GPU and CPU

Language: C++ - Size: 1.67 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 1

giannis9696/Customer_churn_prediction

Predictive model that estimates the susceptibility that a client of a company may leave in the future.

Language: Jupyter Notebook - Size: 269 KB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

anmold-07/Probabilistic-Graphical-Models-from-Scratch

Implementation of various inference and learning algorithms for Probabilistic Graphical Models (PGMs) without off-the-shelf libraries. Also includes projects from the PGM specialization on Coursera offered by Stanford.

Language: MATLAB - Size: 4.12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

Gaby-253/Bayesian-Network-Happiness-

This project was to create a bayesian network with an output of move out or not according to some information that came from Dataset of happiness in country.

Language: MATLAB - Size: 23.4 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

carlotacb/CSI-Practicas

📈 [Castellano] Practicas de la assignatura de Computacion y sistemas inteligentes del master en ingenieria informatica de la FIB-UPC

Language: Jupyter Notebook - Size: 3.56 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

VishnuBeji/BayesianNet_QuantumAnnealing

Bayesian Network structure learning with encoding into a Quadratic Unconstrained Binary Optimisation (QUBO) problem.

Language: Python - Size: 316 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

WendellGul/BBN

Bayesian Belief Networks built by C++

Language: C++ - Size: 12.7 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 1

rhalm/bayes-net-enumeration-alg

A simplistic implementation of an enumeration algorithm for Bayesian networks

Language: Python - Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Mickeyo0o/MachineLearningSentimentAnalysis

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

MatteoFasulo/HeartDisease-Dashboard

Heart Disease Risk Assessment using Bayesian Networks

Language: Python - Size: 35.2 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Abhay2412/ENCM509Labs

Language: Jupyter Notebook - Size: 151 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jiemingyou/bayesian-networks-python

A Simple Bayesian Network class for assessing d-separation and conditional independence.

Language: Python - Size: 23.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

sfu-cl-lab/FactorBase

The source code repository for the FactorBase system

Language: Java - Size: 208 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 6

syanga/dglearn

Python implementation of "Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs," in ICML 2020

Language: Python - Size: 2.4 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0

JBondi/bifconvert

Tool to convert files in the Netica BIF format to XMLBIF.

Language: Java - Size: 43 KB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0

fauzanzaid/Simple-Bayesian-Network-Query-System

A simple Bayesian Network Query system

Language: Python - Size: 35.2 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

hutec/UncertaintyNN

Implementation and evaluation of different approaches to get uncertainty in neural networks

Language: Jupyter Notebook - Size: 6.16 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 137 - Forks: 30

igarleni/BayesianNetwork-with-Elvira

Testing how Elvira works and learning about bayesian networks

Size: 645 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

igarleni/Bayesian-Networks-with-WEKA

Classification using WEKA UI and Bayesian Networks

Size: 5.57 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

igarleni/BayesianNetwork-learner

This is a script that generates a Bayesian Network from a dataset

Language: R - Size: 3.46 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 2

igarleni/BayesianNetwork-inference-using-R

Inference using Bayesian Networks in R

Language: R - Size: 291 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 1

Fs02/PGM-plus

A C++ Probabilistic Graphical Model Library

Language: C++ - Size: 92.8 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 6 - Forks: 5

jillansa/genetic-ai

Tool for studying DNA sequence alignment using DeepLearning

Language: Python - Size: 7.92 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Jose-agg/InteligenciaArtificial

Artículos y trabajos relacionados con la Inteligencia Artificial

Language: TeX - Size: 5.66 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

mwritescode/EndoBayes

Bayesian Network aiming to help in endometriosis diagnosis.

Language: Jupyter Notebook - Size: 3.76 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Randy-Chuang/Bayesian-Network-for-Covid-19

AI term project: Probability reasoning of Covid-19 with Bayesian Network. (Artificial Intelligence, NTU CSIE5400)

Language: Python - Size: 4.86 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

akrm3008/essential-search

Use this to determine the optimal route to go on a search for shortage struck essential commodities (gasoline, water, toilet paper etc.) using information from social media

Language: Python - Size: 34.2 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

vodibe/icon-745751

Academic project involving Knowledge Engineering methods for analysis of custom ratings of Italian school websites. Language of docs/code: :it: / :gb:

Language: Jupyter Notebook - Size: 134 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ohmthanap/CS559_Machine-Learning-Fundamentals-Applications

Learned the fundamentals and applications in ML: Intro to Prob. & Linear algebra, Decision Theory, MLE & BE, Linear Model, Linear Discriminant function, Perceptron, FLD, PCA, Non-parametric Learning, Clustering, EM, GMM, EM and Latent Variable Model, Probabilistic Graphical Model, Bayesian Network, Neural Network, SVM, Decision Tree and Boosting

Language: Jupyter Notebook - Size: 62.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0