bayesian-networks | Topic | Ecosyste.ms: Repos

Topic: "bayesian-networks"

py-why/dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

Language: Python - Size: 704 MB - Last synced at: 6 days ago - Pushed at: 20 days ago - Stars: 7,508 - Forks: 963

pgmpy/pgmpy

Python Library for Causal and Probabilistic Modeling using Bayesian Networks

Language: Python - Size: 13.2 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2,964 - Forks: 838

afshinea/stanford-cs-221-artificial-intelligence

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

Size: 10.1 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 2,676 - Forks: 507

google/neural-tangents 📦

Fast and Easy Infinite Neural Networks in Python

Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 2,339 - Forks: 231

mckinsey/causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

Language: Python - Size: 22.8 MB - Last synced at: 11 days ago - Pushed at: 12 months ago - Stars: 2,322 - Forks: 266

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: 17 days ago - Pushed at: about 1 year ago - Stars: 1,498 - Forks: 329

microsoft/browsecloud 📦

A web app to create and browse text visualizations for automated customer listening.

Language: TypeScript - Size: 5.58 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 148 - Forks: 19

aimclub/BAMT

Repository of a data modeling and analysis tool based on Bayesian networks

Language: Python - Size: 106 MB - Last synced at: 25 days ago - Pushed at: about 2 months ago - Stars: 126 - Forks: 20

paulgovan/BayesianNetwork

Bayesian Network Modeling and Analysis

Language: HTML - Size: 70 MB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 121 - Forks: 38

kevinsbello/dagma

A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

Language: Python - Size: 675 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 117 - Forks: 20

amidst/toolbox

A Java Toolbox for Scalable Probabilistic Machine Learning

Language: Java - Size: 430 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 117 - Forks: 35

causalincentives/pycid

Library for graphical models of decision making, based on pgmpy and networkx

Language: Jupyter Notebook - Size: 5.63 MB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 106 - Forks: 15

artiste-qb-net/quantum-fog

Python tools for analyzing both classical and quantum Bayesian Networks

Language: Jupyter Notebook - Size: 6.08 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 79 - Forks: 25

felixleopoldo/benchpress

Scalable open-source software to run, develop, and benchmark causal discovery algorithms

Language: Python - Size: 123 MB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 69 - Forks: 19

dkesada/dbnR

Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package

Language: R - Size: 1.37 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 57 - Forks: 13

larslorch/dibs

DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021

Language: Python - Size: 13 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 13

itsrainingdata/sparsebn

Software for learning sparse Bayesian networks

Language: R - Size: 2.84 MB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 43 - Forks: 8

davenza/PyBNesian

PyBNesian is a Python package that implements Bayesian networks.

Language: C++ - Size: 18.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 38 - Forks: 10

godai0519/BayesianNetwork

An implementation of Bayesian Networks Model for pure C++14 (11) later, including probability inference and structure learning method.

Language: C++ - Size: 292 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 36 - Forks: 11

bd2kccd/r-causal

R Wrapper for Tetrad Library

Language: Java - Size: 75.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 35 - Forks: 19

aimclub/Web-BAMT

Online tool for Bayesian Networks

Language: TypeScript - Size: 15.1 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 4

paulgovan/RiskNetwork

Risk Network Modeling and Analysis

Language: R - Size: 64.6 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 32 - Forks: 23

fahadm/Bayesian-Active-Learning-Pytorch 📦

Implementation of Bayesian NNs in Pytorch (https://arxiv.org/pdf/1703.02910.pdf) (With some help from https://github.com/Riashat/Deep-Bayesian-Active-Learning/))

Language: Jupyter Notebook - Size: 5.2 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 31 - 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: almost 7 years ago - Stars: 22 - Forks: 3

hyu-ub/BayesNetBP

R package for inference in Bayesian networks.

Language: R - Size: 5.57 MB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 20 - Forks: 3

bmihaljevic/bnclassify

Learning Discrete Bayesian Network Classifiers from Data

Language: R - Size: 2.2 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 11

amirjamez/COBAYN

COBAYN: Compiler Autotuning Framework Using Bayesian Networks

Language: MATLAB - Size: 13.5 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 9

jluttine/junction-tree

The junction tree algorithm for (discrete) factor graphs

Language: Python - Size: 307 KB - Last synced at: 25 days ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 5

Anaxagor/applybn

Multi-purpose data analysis framework based on Bayesian networks and Causal models

Language: Python - Size: 145 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 16 - Forks: 4

mikeroyal/Bayesian-Statistics-Guide

Bayesian Statistics Guide

Language: MATLAB - Size: 180 KB - Last synced at: 27 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 4

SAP-archive/bayesian-network-builder 📦

Domain specific language for modelling dynamic Bayesian networks and estimating posteriors

Language: Scala - Size: 263 KB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 13 - Forks: 4

hayesall/awesome-bayes-nets

⚗️ A curated list of Books, Research Papers, and Software for Bayesian Networks.

Language: Python - Size: 833 KB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 12 - Forks: 3

breandan/markovian 📦

🎲 A Kotlin DSL for probabilistic programming.

Language: Java - Size: 4.7 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 2

Duntrain/dagrad

dagrad is a Python package that provides an extensible, modular platform for developing and experimenting with differentiable (gradient-based) structure learning methods.

Language: Python - Size: 2.91 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 1

cbg-ethz/SGS

Inference in Bayesian Networks with R

Language: R - Size: 5.21 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 2

Himscipy/bnn_hvd

Distributed Training of Bayesian Neural Networks at Scale

Language: Python - Size: 198 MB - Last synced at: 7 months ago - Pushed at: about 5 years ago - Stars: 11 - Forks: 6

oh2gxn/nip

Dynamic Bayesian Network library

Language: C - Size: 6.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 6

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: almost 7 years ago - Stars: 10 - Forks: 5

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

Benjamin-Walker/heart-murmur-detection

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection (Physionet Challenge 2022)

Language: Jupyter Notebook - Size: 2.39 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 3

ogencoglu/causal_twitter_modeling_covid19

Source code for the paper "Causal Modeling of Twitter Activity during COVID-19". Computation, 2020.

Language: Jupyter Notebook - Size: 625 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 2

QueensGambit/PGM-Causal-Reasoning

Experiments on structure learning of Bayesian Networks with emphasis on finding causal relationship

Language: Jupyter Notebook - Size: 5.64 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 2

cnavneet/AUTO-BOT

Self Driven Vehicle using AI in Robotics ,i.e., Kalman filters, A* algorithm, PID control, localization, etc.The basic functionality of this car is just to chase and catch the running away car just like cops. For this, the car is such designed that is takes all the desired steps on its own in order to catch the running away car safely on a high traffic lane.

Language: Python - Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 0

Wadaboa/bayesian-net-classifier

Various classifiers using bayesian networks, for Knowledge Representation class at UNIBO

Language: Jupyter Notebook - Size: 2.47 MB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 5

klgraham/watershed

Probability distributions in Clojure

Language: Clojure - Size: 63.5 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 1

cbg-ethz/clustNet

Network-based clustering

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

MNLR/BNWeatherGen

Weather Generators with Bayesian Networks

Language: R - Size: 1.3 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2

nnvutisa/EM_BayesNet

A Python package on Bayesian network with hidden variables.

Language: Jupyter Notebook - Size: 44.9 KB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 7 - Forks: 2

carlvilla/Multi-CTBNCs

Tool for learning and applying multi-dimensional continuous-time Bayesian network classifiers.

Language: Java - Size: 140 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

itsrainingdata/ccdrAlgorithm

Structure learning for Bayesian networks using the CCDr algorithm.

Language: C++ - Size: 298 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 9

MatteoFasulo/BayesianHeartDisease

Heart Disease Risk Assessment using Bayesian Networks

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

GilbertoCunha/QuantumBayesianRL

A quantum reinforcement learning algorithm for solving POMDPs. Uses a model based approach with dynamic decision networks and a lookahead search for action selection.

Language: Jupyter Notebook - Size: 9.82 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

fritzbayer/Causal-Discovery-Research-Papers

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

Size: 21.5 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

Claudmj/Microarray-analysis-with-Bayesian-networks

Microarray analysis with Bayesian hierarchical clustering and Bayesian network clustering on three microarray datasets. Pearson's correlation coefficient and an augmented Markov blanket are used for feature selection.

Language: Python - Size: 6.42 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 3

Lostefra/Bayesian-network-greenhouse-gases

A Bayesian Network to model the influence of energy consumption on greenhouse gases in Italy

Language: HTML - Size: 555 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 2

dirmeier/bayesian-networks-introduction

:bar_chart: Introduction to Bayesian Networks.

Language: R - Size: 11.4 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

tzimiskes/causality

Examine The Causal Structure of Data

Language: C - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 3

Amirreza81/Artificial-Intelligence

Solutions to practical assignments of Artificial Intelligence course (CE-417) at Sharif University of Technology

Language: Jupyter Notebook - Size: 25 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 1

felixleopoldo/cslearn

CStrees: context-specific graphical models

Language: Jupyter Notebook - Size: 5.31 MB - Last synced at: 20 days ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

kevinsbello/iscan

A Python 3 package for identifying distribution shifts (a.k.a feature-shifts) between datasets. Official implementation of the paper: "iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models".

Language: Python - Size: 271 KB - Last synced at: 28 days ago - Pushed at: 11 months ago - Stars: 4 - Forks: 2

spdes/pbnn

On Feynman--Kac training of partial Bayesian neural networks

Language: Python - Size: 138 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

nihil21/neural-connectivity-bayesnet

In this project, I investigate the possibility of modelling neural connectivity from functional magnetic resonance images using Bayesian Networks.

Language: HTML - Size: 1.19 GB - Last synced at: over 1 year ago - Pushed at: almost 4 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: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

doorleyr/andorraBayesNet

Estimates travel demand and traffic in Andorra based on combination of telecom data and traffic counts using a Gaussian Bayesian Network Model. JS front end maps the results over time.

Language: Python - Size: 5.56 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 2

tmadeira/tcc

CS undergraduate thesis on uniform generation of k-trees for learning the structure of Bayesian networks (IME-USP 2016).

Language: Go - Size: 7.61 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 1

algonell/best-parents

A novel structure learning algorithm for optimal Bayesian Networks in WEKA.

Language: Java - Size: 23.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

myscience/bayesian-flow

Unofficial Implementation of Bayesian Flow Network in easy PyTorch for didactic purposes

Language: Python - Size: 8.79 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

AndresHG/UPM_Master_AI

All the projects carried out during the master's degree in Artificial Intelligence (Universidad Politécnica de madrid)

Language: Jupyter Notebook - Size: 61.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1

anmolkapoor/inference-bayesian-networks-using-pgmpy-example-social-media-moderator

Inference bayesian networks using pgmpy with an example social media moderator

Language: Jupyter Notebook - Size: 643 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 5

adityagupta1089/Bayesian-networks-inferencing

Implementation of inference techniques like Variable Elimination and Rejection Sampling for Bayesian Networks. (CSL302 IIT Ropar)

Language: C++ - Size: 535 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 1

zhaoyanpeng/clbnsl

CL Algorithm for Learning Bayesian Network Structures

Language: Java - Size: 1.34 MB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 3 - Forks: 3

thiagopbueno/bn-pp

BN++ Data Structures and Algorithms in C++ for Bayesian Networks

Language: C++ - Size: 780 KB - Last synced at: 7 days ago - Pushed at: about 9 years ago - Stars: 3 - Forks: 2

leodido/m.sc-thesis

My M.Sc thesis on Continuous time Bayesian Network Classifiers (CTBNCs)

Language: TeX - Size: 44.2 MB - Last synced at: 3 months ago - Pushed at: about 11 years ago - Stars: 3 - Forks: 0

harshakokel/Basket

This repository contains implementations of various ML/NLP/CV algorithms including Bayesian-Networks, HMM, Means, various gradient descents, loopy belief propagation, etc.

Language: Jupyter Notebook - Size: 37.9 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

rballester/gmtorch

Graphical Modeling in PyTorch

Language: Python - Size: 252 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

v-papageorgiou/bn_classifier

Language: Python - Size: 583 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

markdouthwaite/apogee

Bayesian Networks and Probabilistic Graphical Models for Python

Language: Python - Size: 1.41 MB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

toniesteves/cnn-bayesian-optimization

Implemementação de uma otimização bayesiana aplicada a uma rede neural convolucional.

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

yliess86/BayeTorch

BayeTorch: Towards Democratized Bayesian Deep Learning with PyTorch

Language: Python - Size: 683 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

luigi25/Parameter-Learning-of-a-Bayesian-Network

Parameter Learning of a Bayesian Network

Language: Python - Size: 541 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

rbalexander1/aa-228

workspace for AA 228: decision making under uncertainty

Language: Julia - Size: 51.3 MB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

leandrolcampos/bnn

Códigos e tutoriais relacionados a redes neurais bayesianas.

Language: Jupyter Notebook - Size: 232 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

hidiryuzuguzel/medical-expert-system-poc

Language: Python - Size: 11.7 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

macks22/daft-builder

Wrapper library on daft that provides a builder interface for rendering probabilistic graphical models (PGMs).

Language: Jupyter Notebook - Size: 181 KB - Last synced at: 24 days ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

itsrainingdata/sparsebnUtils

Utilities for learning sparse Bayesian networks

Language: R - Size: 409 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

noranta4/Machine-Learning-homeworks

Machine learning homeworks • University project • 2016 - Machine Learning - MSc in Computer Science, I year

Language: Python - Size: 5.38 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

lucivpav/dnbc-scala

Parallel implementation of dynamic naive Bayesian classifier

Language: Java - Size: 2.6 MB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 0

thiagopbueno/bn-class

Bayesian network classifiers implemented in Python3.

Language: Python - Size: 712 KB - Last synced at: 7 days ago - Pushed at: about 9 years ago - Stars: 2 - Forks: 1

JBris/climate-structure-learning-experiments

Structure learning on climate data

Language: Jupyter Notebook - Size: 2.13 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

cbg-ethz/myeloid-clustering

This repository contains supplementary information, data and code for the manuscript: Bayer et al. 2023, "Network-based clustering unveils interconnected landscapes of genomic and clinical features across myeloid malignancies"

Language: R - Size: 109 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 1 - 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: 3 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

DanielCorralesAlonso/CRC_Risk_BN

Colorectal cancer risk mapping through Bayesian Networks

Language: Python - Size: 4.61 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

aarryasutar/Pipe_Leak_Estimation_Predictor_Model

The project builds a Bayesian Network using pressure sensor data to detect pipe leaks, employing probabilistic reasoning to determine the likelihood of leaks based on sensor readings. It involves loading dataset, defining network structure, calculating CPDs, adding them to model, and using Variable Elimination algorithm for inference

Language: Jupyter Notebook - Size: 32.2 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0