bayesian-network | Topic | Ecosyste.ms: Repos

Topic: "bayesian-network"

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: 5 months ago - Pushed at: over 1 year ago - Stars: 1,498 - Forks: 329

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: 5 days ago - Pushed at: 11 days ago - Stars: 438 - Forks: 35

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

MaxHalford/sorobn

🧮 Bayesian networks in Python

Language: Python - Size: 550 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 258 - Forks: 38

hutec/UncertaintyNN

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

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

Renovamen/pcalg-py

Implement PC algorithm in Python | PC 算法的 Python 实现

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

dave-fernandes/ECGClassifier

CNN, RNN, and Bayesian NN classification for ECG time-series (using TensorFlow in Swift and Python)

Language: Jupyter Notebook - Size: 314 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 65 - Forks: 24

samanyougarg/Group-Emotion-Recognition

Group Emotion Recognition using deep neural networks and Bayesian classifiers.

Language: Jupyter Notebook - Size: 172 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 46 - Forks: 25

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: 324 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 45 - Forks: 0

VicentePerezSoloviev/EDAspy

Estimation of Distribution algorithms Python package

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

andreacasalino/Easy-Factor-Graph

General purpose C++ library for managing discrete factor graphs

Language: C++ - Size: 17.9 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 5

ostwalprasad/LGNpy

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

Language: Python - Size: 702 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 36 - Forks: 8

agrumery/aGrUM

aGrUM is a C++ library designed for easily building applications using graphical models such as Bayesian networks, influence diagrams, decision trees, GAI networks or Markov decision processes.

Last synced at: 25 days ago - Stars: 33 - Forks: 24

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: over 1 year ago - Pushed at: about 2 years ago - Stars: 30 - Forks: 1

kashimAstro/NNet

algorithm for study: multi-layer-perceptron, cluster-graph, cnn, rnn, restricted boltzmann machine, bayesian network

Language: C++ - Size: 12.7 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 24 - Forks: 1

lingfeiwang/findr

Fast Inference of Networks from Directed Regulations

Language: C - Size: 1.77 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 4

MauroCE/PythonBRMLtoolbox

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

Language: Python - Size: 690 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 22 - Forks: 3

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: 2 months ago - Pushed at: 11 months ago - Stars: 21 - Forks: 3

bmihaljevic/bnclassify

Learning Discrete Bayesian Network Classifiers from Data

Language: R - Size: 2.2 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 11

ANRGenstar/genstar

Generation of Synthetic Populations Library

Language: Java - Size: 3.7 MB - Last synced at: 12 days ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 2

Jstacs/Jstacs

Language: Java - Size: 36.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 19 - Forks: 4

uio-bmi/dagsim

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

Language: Python - Size: 6.49 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 19 - Forks: 3

[INACTIVE] Amazingly simple to build and train various neural networks. The library is an object-oriented neural network approach (baked with Typescript), containing stateless and stateful neural network architectures.

Language: TypeScript - Size: 359 KB - Last synced at: 3 days ago - Pushed at: over 7 years ago - Stars: 18 - Forks: 2

xiecong/Simple-Implementation-of-ML-Algorithms

My simplest implementations of common ML algorithms

Language: Python - Size: 25.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 10

bayesjs/bayesjs

Inference on Bayesian Networks

Language: TypeScript - Size: 8.28 MB - Last synced at: 30 days ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 11

fulldecent/19-questions

A machine learning / bayesian inference engine assigning attributes to objects

Language: PHP - Size: 177 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 15 - Forks: 6

Howardhuang98/BNSL

Bayesian network structure learning

Language: Python - Size: 7.26 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 15 - 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

dimgold/Artificial_Curiosity

Adaptive Reinforcement Learning of curious AI basketball agents

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 14 - Forks: 6

Airspace-Encounter-Models/em-model-manned-bayes

Manned Bayesian Network Encounter Models

Language: MATLAB - Size: 15.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 7

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: 20 days ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 4

cbg-ethz/SGS

Inference in Bayesian Networks with R

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

bayesjs/bayesjs-editor

A simple editor for Bayesian Networks

Language: JavaScript - Size: 5.75 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 13

ys1998/vae-latent-structure

PyTorch implementation of "Variational Autoencoders with Jointly Optimized Latent Dependency Structure" [ICLR 2019]

Language: Python - Size: 85.9 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 1

lingxuez/bayes-net

Checking D-separations and I-equivalence in Bayesian Networks.

Language: Python - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 12 - Forks: 15

apear9/riskmapr

Code for riskmapr apps for invasive weed risk mapping

Language: R - Size: 13.6 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 10 - Forks: 2

Howardhuang98/Bayesian_network_learning

融合专家知识的贝叶斯网络结构学习

Language: Python - Size: 33.6 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 6

miladce/Bayesian-network-learning

Learning the structure of the Bayesian network model.

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 2

navreeetkaur/bayesian-network-learning

Learning Bayesian Network parameters using Expectation-Maximisation

Language: Python - Size: 1.77 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 5

pinellolab/crispr-bean

Base Editing screens' Activity-Normalized variant effect size estimation

Language: Python - Size: 25.6 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 9 - Forks: 2

sfu-cl-lab/FactorBase

The source code repository for the FactorBase system

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

eera-l/Geras

Accuracy comparison of a Bayesian Network and an LSTM in detecting Alzheimer's symptoms on the Pitt Corpus: https://dementia.talkbank.org/access/English/Pitt.html

Language: Python - Size: 13.9 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2

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: 4 months ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 4

furrer-lab/abn

Bayesian network analysis in R

Language: R - Size: 82.8 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 0

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: over 1 year ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0

10-Academy-quad-squad/casual-graph

Breast cancer prediction using causal Inference

Language: Jupyter Notebook - Size: 44.2 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 6

detsutut/shinyDBNet

Interactive Environment for Discrete Bayesian Networks

Language: R - Size: 2.51 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 5

kgourgou/adaptive-importance-sampling-BN

Experimental code: adaptive importance sampling for bayesian networks.

Language: Python - Size: 39.1 KB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 2

cbg-ethz/clustNet

Network-based clustering

Language: R - Size: 17.3 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

chenhaotian/Bayesian-Bricks

Basic building blocks in Bayesian statistics.

Language: R - Size: 5.36 MB - Last synced at: 10 days ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 2

openturns/otagrum

OT/aGrUM module

Language: C++ - Size: 4.97 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 6 - Forks: 4

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: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 1

hayesall/bn-rule-extraction

Rule Extraction from Bayesian Networks

Language: Python - Size: 169 KB - Last synced at: 28 days ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 3

sergioluengosanchez/TSEM

Tractable learning of Bayesian networks from partially observed data

Language: Python - Size: 131 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 0

taldatech/tf-bgd

Bayesian Gradient Descent Algorithm Model for TensorFlow

Language: Jupyter Notebook - Size: 364 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 0

josemonteiro/tDBN

Language: Java - Size: 445 KB - Last synced at: 8 months ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 3

pablo-tech/Bayesian-Structure-Learning

Search of an optimal Bayesian Network, assessing its best fit to a dataset, via an objective scoring function. Created at Stanford University, by Pablo Rodriguez Bertorello

Language: Python - Size: 5.59 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 5

Fs02/PGM-plus

A C++ Probabilistic Graphical Model Library

Language: C++ - Size: 92.8 KB - Last synced at: 4 days ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 5

DannyMerkx/ACO

Ant Colony Optimisation implementation for learning Bayesian Network structures from data

Language: Matlab - Size: 195 KB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 5

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

fritzbayer/Causal-Discovery-Research-Papers

A curated list of causal structure learning research papers with implementations.

Size: 21.5 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

massimo-rizzoli/BNSL-QA-python

Python implementation of Bayesian Network Structure Learning using Quantum Annealing https://doi.org/10.1140/epjst/e2015-02349-9

Language: Python - Size: 1.96 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 1

JarodYv/pytetrad

A Powerful Python Library for Causal Inference

Language: Python - Size: 1.67 MB - Last synced at: 20 days ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 1

CSLiJT/HCD-code

Official code of HierCDF @ SIGKDD2022

Language: Python - Size: 1.33 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

ercarpio/DBN_CNN_LFD

Interface between a DBN model and CNN models to learn from demonstrations

Language: Python - Size: 44.9 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 1

marinadunn/thesis

Repo for my thesis research development at UC Riverside: "Classifying Galaxy Morphologies Using Bayesian Neural Networks for LSST"

Language: Jupyter Notebook - Size: 103 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

koriavinash1/pgm

Graph: Representation, Learning, and Inference Methods

Language: Python - Size: 253 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

madlabunimib/MADBayes

MADBayes is a Python library about Bayesian Networks.

Language: Jupyter Notebook - Size: 24.5 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

chengning-zhang/Bayesian-Classifers-for-PU_learning

Bayesian Classifiers for PU-learning, API inspired by scikit-learn

Language: Jupyter Notebook - Size: 1020 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 0

VeryLazyBoy/BayesianNetwork

Implementation of Bayesian Network (CS3243 Assignment 3)

Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

RaptorMai/bayesian-network-variable-elimination-gibbs-sampling

Binary discrete variables bayesian network with variable elimination. It has the same interface as pgmpy

Language: Jupyter Notebook - Size: 62.5 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1

Rachelpz/Bayesian-Network-Enumeration-Algorithm

Enumeration Algorithm in Bayesian Net made with Java

Language: Java - Size: 26.4 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

darshanbagul/BayesianNetworks

Implementation of a Bayesian Network to model probability distributions of several variables pertaining US Universities obtained from US News and World Report.

Language: Jupyter Notebook - Size: 503 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 7

yakuza8/bayesian-inference

Bayesian Inference

Language: Python - Size: 104 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

chengning-zhang/Simple-TAN-and-Ensemble-TAN

Bayesian network implementation API inspired by SciKit-learn.

Language: Jupyter Notebook - Size: 7.24 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

daanknoope/DBN_learner

Python library to learn Dynamic Bayesian Networks using Gobnilp

Language: Python - Size: 2.93 KB - Last synced at: 11 days ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

RaptorMai/pgmpy-tutorial

A pgmpy tutorial focus on Bayesian Model

Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 6

jacintoArias/bayesnetRtutorial

Rmd notebook containing an introductory tutorial on Bayesian networks in R

Language: HTML - Size: 3.16 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 2

Nevter/IBRJ

An implementation of Implicative Bayesian Networks.

Language: Java - Size: 9.04 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 3 - 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

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

mlange-42/bbn

Bayesian Belief Network CLI/TUI tool and Go module.

Language: Go - Size: 305 KB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

haimgoldfisher/Inference_From_Bayesian_Network

Language: Java - Size: 1.46 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

melmasri/parallelDG

Parallel Bayesian inference for decomposable graphical models.

Language: Python - Size: 6.3 MB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

python-qds/qdscreen

Quasi-determinism screening for fast Bayesian Network Structure Learning (from T.Rahier's PhD thesis, 2018)

Language: Python - Size: 2.43 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

lorenzobalzani/bayesian-network-credit-cards 📦

The objective of this study is to explore the impact of the structure of a Bayesian Network on its overall run-time, potential unwanted bias, and accuracy in performing a classification task. A credit card default dataset was utilised to construct six networks with varying structures and to learn their conditional probability distributions.

Language: Jupyter Notebook - Size: 8.16 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0