Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: graphical-models

Repositories

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: about 18 hours ago - Pushed: 4 months ago - Stars: 76 - Forks: 18

eclipse-glsp/glsp-server

Java-based server framework of the graphical language server platform

Language: Java - Size: 1.41 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 32 - Forks: 29

olgakuznetsova/LogconcaveGraphical

Code for the arXiv preprint:2206.05227

Language: R - Size: 986 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

eclipse-glsp/glsp-theia-integration

Integration of the web-based GLSP client with Eclipse Theia

Language: TypeScript - Size: 2.87 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 18 - Forks: 19

PrinceP/PGMHomework1

http://people.cs.umass.edu/~mccallum/courses/gm2011/hw2.html

Language: Python - Size: 1000 Bytes - Last synced: 16 days ago - Pushed: about 8 years ago - Stars: 0 - Forks: 0

nanguoshun/StatNLP-Framework

C++ based implementation of StatNLP framework

Language: C++ - Size: 15 MB - Last synced: 19 days ago - Pushed: 8 months ago - Stars: 17 - Forks: 2

chinghao0703/biocompdesign

Language: Python - Size: 64.5 KB - Last synced: 20 days ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

ostwalprasad/LGNpy

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

Language: Python - Size: 702 KB - Last synced: 14 days ago - Pushed: over 1 year ago - Stars: 32 - Forks: 6

OpenMx/OpenMx

Repository for the OpenMx Structural Equation Modeling package

Language: R - Size: 33.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 84 - Forks: 33

fabian-sp/GGLasso

A Python package for General Graphical Lasso computation

Language: Python - Size: 122 MB - Last synced: about 8 hours ago - Pushed: 4 months ago - Stars: 29 - Forks: 14

uhlerlab/graphical_models

Implementations of common graphical models, utilities for creating random graphs, and sampling from graphical models.

Language: HTML - Size: 6.56 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 8 - Forks: 4

kimitsuki4/Maxon-CINEMA-4D-Latest-version-for-free

Size: 8.79 KB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 136 - Forks: 0

eclipse-glsp/glsp-examples

Example diagram editors built with Eclipse GLSP

Language: TypeScript - Size: 9.48 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 40 - Forks: 29

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: 585 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 6,714 - Forks: 906

adityadua24/robopy

Robopy is a python port for Robotics Toolbox in Matlab created by Peter Corke

Language: Python - Size: 10.2 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 215 - Forks: 47

maaario/unsupervised-image-translation

A re-implementation of a paper which uses graphical models for transferring style between images as my final project for course Graphical Models in Machine Learning, spring 2017.

Language: Python - Size: 5.43 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

CraigKelly/grample

Sampling for Probabilistic Graphical Models

Language: Go - Size: 6.11 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

eclipse-glsp/glsp-server-node

Node-based server framework of the graphical language server platform

Language: TypeScript - Size: 998 KB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 11 - Forks: 11

eclipse-glsp/glsp-client

Web-based client framework of the graphical language server platform

Language: TypeScript - Size: 3.73 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 40 - Forks: 30

eclipse-glsp/glsp

Graphical language server platform for building web-based diagram editors

Language: TypeScript - Size: 920 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 183 - Forks: 30

felixleopoldo/benchpress

A Snakemake workflow to run and benchmark structure learning (a.k.a. causal discovery) algorithms for probabilistic graphical models.

Language: Python - Size: 122 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 57 - Forks: 16

rhayes777/PyAutoFit

PyAutoFit: Classy Probabilistic Programming

Language: Python - Size: 25.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 56 - Forks: 12

BorealisAI/private-data-generation

A toolbox for differentially private data generation

Language: Python - Size: 60.5 KB - Last synced: 29 days ago - Pushed: 11 months ago - Stars: 119 - Forks: 29

clinicalml/dmm

Deep Markov Models

Language: Jupyter Notebook - Size: 9.85 MB - Last synced: 29 days ago - Pushed: about 5 years ago - Stars: 122 - Forks: 33

skggm/skggm

Scikit-learn compatible estimation of general graphical models

Language: Python - Size: 8.61 MB - Last synced: 21 days ago - Pushed: about 2 months ago - Stars: 235 - Forks: 44

robert-giaquinto/dapper

Fast implementation of DAP topic model using Conjugate Computation Variational Inference

Language: Python - Size: 54.1 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

baptistar/SING

Learning non-Gaussian graphical models

Language: Python - Size: 44.9 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

bbboll/geogm

Image labeling with graphical models

Language: C++ - Size: 3.1 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 0 - Forks: 1

Billy1900/Awesome-Machine-Learning

Learning tutorial for machine learning beginners

Size: 10.9 MB - Last synced: 3 days ago - Pushed: about 2 years ago - Stars: 9 - Forks: 0

sqyu/genscore

Generalized Score Matching

Language: R - Size: 3.04 MB - Last synced: 27 days ago - Pushed: about 4 years ago - Stars: 1 - Forks: 2

SPFlow/SPFlow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

Language: Python - Size: 125 MB - Last synced: 11 days ago - Pushed: 25 days ago - Stars: 281 - Forks: 80

ihler/pyGMs

Python toolbox for graphical models

Language: Python - Size: 2.08 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 12 - Forks: 8

fdtomasi/regain

REGAIN (Regularised Graphical Inference)

Language: Jupyter Notebook - Size: 52.6 MB - Last synced: 18 days ago - Pushed: 10 months ago - Stars: 28 - Forks: 12

tum-vision/nnascg

Source code for experiments in paper "Deriving Neural Network Design and Learning from the Probabilistic Framework of Chain Graphs" by Yuesong Shen and Daniel Cremers.

Language: Python - Size: 33.2 KB - Last synced: about 2 months ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 1

cbg-ethz/SGS

Inference in Bayesian Networks with R

Language: R - Size: 5.21 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 9 - Forks: 2

cbg-ethz/shm

Deep hierarchical models combined with Markov random fields.

Language: Python - Size: 277 MB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 2

cran-task-views/GraphicalModels

CRAN Task View: Empirical Graphical Models

Size: 18.6 KB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 2

autonlab/auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

Language: Python - Size: 27.6 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 287 - Forks: 74

DataForScience/PyData2020

Why And What If: Causal Inference for Everyone

Language: Jupyter Notebook - Size: 22.6 MB - Last synced: 5 days ago - Pushed: over 3 years ago - Stars: 18 - Forks: 4

meijun/maxspn

MAX SPN

Language: Go - Size: 4.49 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

Nuno-Jesus/FEUP-CGRA

Projects and TPs developed at Graphical Computation at FEUP in 2020/2021

Language: HTML - Size: 22 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

mschauer/Mitosis.jl

Automatic probabilistic programming for scientific machine learning and dynamical models

Language: Julia - Size: 353 KB - Last synced: 14 days ago - Pushed: 18 days ago - Stars: 35 - Forks: 3

MarineRoboticsGroup/dcsam

Factored inference for discrete-continuous smoothing and mapping.

Language: C++ - Size: 4.3 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 138 - Forks: 16

tiandiao123/Variational-Autoencoder

This is a project which is used to restore images using variational autoencoder

Language: Python - Size: 43.4 MB - Last synced: 2 months ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 1

jeff-regier/Celeste.jl

Scalable inference for a generative model of astronomical images

Language: Jupyter Notebook - Size: 12.5 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 180 - Forks: 28

QuantumLeaps/qm

QM model-based design tool and code generator based on UML state machines

Language: Shell - Size: 107 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 114 - Forks: 37

felixleopoldo/cstrees

A Python library for CStrees

Language: Jupyter Notebook - Size: 5.31 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

Mogeng/IOHMM

Input Output Hidden Markov Model (IOHMM) in Python

Language: Python - Size: 1.04 MB - Last synced: 21 days ago - Pushed: about 1 year ago - Stars: 153 - Forks: 34

mnarayan/ggmClass

A matlab class for ggm estimation

Language: Matlab - Size: 878 KB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

quillan86/impactflow

ImpactFlow is a Python Library for decision modeling based on causal decision models - in which levers and external factors of decisions feed into outcomes.

Language: Python - Size: 101 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

bips-hb/tpc

tPC - Causal discovery with temporal background

Language: R - Size: 3.92 MB - Last synced: 16 days ago - Pushed: about 1 year ago - Stars: 4 - Forks: 0

thu-ml/zhusuan

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

Language: Python - Size: 1.75 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 2,196 - Forks: 420

FranxYao/Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

Size: 32 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 388 - Forks: 33

jhlinplus/MultiLayerGGM

Official code repository for "Penalized MLE of multi-layer Gaussian Graphical models"

Language: R - Size: 35.2 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 2

richardkwo/InvariantCausal.jl

Causal Inference with Invariant Prediction

Language: Julia - Size: 2.15 MB - Last synced: 8 days ago - Pushed: over 3 years ago - Stars: 25 - Forks: 3

alan-turing-institute/PDSampler.jl 📦

Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)

Language: Julia - Size: 12.1 MB - Last synced: 22 days ago - Pushed: over 3 years ago - Stars: 33 - Forks: 8

magnusneuman/Modular-GLASSO

Code for the paper "Module-based regularization improves Gaussian graphical models when observing noisy data"

Language: Jupyter Notebook - Size: 1.87 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

hauserrg/GraphicalGuidelines

Graphical Guideline Analysis - Supplement to Manuscript

Language: C# - Size: 22.5 KB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

cbil-vt/DDN3

Differential Dependency Network

Language: Python - Size: 675 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

vsimkus/pmr2024-pgm-demo

An official repository for a PGM demo of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.

Language: Jupyter Notebook - Size: 470 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

jluttine/junction-tree

The junction tree algorithm for (discrete) factor graphs

Language: Python - Size: 307 KB - Last synced: 14 days ago - Pushed: about 2 years ago - Stars: 18 - Forks: 5

anskarl/LoMRF

LoMRF is an open-source implementation of Markov Logic Networks

Language: Scala - Size: 17.2 MB - Last synced: 15 days ago - Pushed: about 4 years ago - Stars: 81 - Forks: 20

tum-vision/lgm

Implementation of Layered Graphical Model with demo code

Language: Python - Size: 53.7 KB - Last synced: about 1 month ago - Pushed: about 5 years ago - Stars: 4 - Forks: 3

UBGewali/tutorial-UGM-hyperspectral

A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis

Language: Matlab - Size: 33.2 KB - Last synced: 4 months ago - Pushed: about 6 years ago - Stars: 21 - Forks: 9

IngoScholtes/pathpy

pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models

Language: Python - Size: 828 KB - Last synced: 12 days ago - Pushed: about 4 years ago - Stars: 138 - Forks: 28

andreacasalino/Easy-Factor-Graph

General purpose C++ library for managing discrete factor graphs

Language: C++ - Size: 17.9 MB - Last synced: 8 days ago - Pushed: 3 months ago - Stars: 28 - Forks: 3

nicholasjclark/Mediterranean-Fishes-MRF

R code to reproduce analyses in "Rapid winter warming could disrupt coastal marine fish community structure" (Clark et al, Nature Climate Change, 2020)

Language: R - Size: 36.1 MB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 2

alan-turing-institute/grace

Graph Representation Analysis for Connected Embeddings

Language: Jupyter Notebook - Size: 60.5 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 32 - Forks: 0

junipertcy/functional-connectivity

Sensing the functional connectivity of the brain

Language: Python - Size: 3.53 MB - Last synced: 5 days ago - Pushed: 5 months ago - Stars: 0 - Forks: 1

OlivierBinette/dgaFast Fork of cran/dga

Multiple Systems Estimation Using Decomposable Graphical Models. This is an efficient re-implementation and extension of the dga R package.

Language: R - Size: 226 KB - Last synced: 16 days ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

LeviBorodenko/dgcnn

Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).

Language: Python - Size: 225 KB - Last synced: 14 days ago - Pushed: over 4 years ago - Stars: 23 - Forks: 3

rythm-net/Paint-Project

Course Project (Discipline - Computer graphics - 3rd Year, 2nd Semester)

Language: C# - Size: 8.49 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

CFWP/rags2ridges

Get ridge or die trying - 2 cents

Language: R - Size: 6.2 MB - Last synced: 21 days ago - Pushed: 7 months ago - Stars: 8 - Forks: 2

itsrainingdata/sparsebnUtils

Utilities for learning sparse Bayesian networks

Language: R - Size: 409 KB - Last synced: 6 months ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 1

D-K-E/graphical-models

Probabilistic Graphical Models from Scratch with support for LWF Chain Graphs

Language: Python - Size: 2.82 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 4 - Forks: 2

jakeberggren/TDDE15-Advanced-Machine-Learning

TDDE15 - Advanced Machine Learning course at Linkoping University, Sweden

Language: R - Size: 2.35 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

nicholasjclark/MRFcov

Markov random fields with covariates

Language: R - Size: 3.51 MB - Last synced: 20 days ago - Pushed: about 2 months ago - Stars: 23 - Forks: 5

amidst/toolbox

A Java Toolbox for Scalable Probabilistic Machine Learning

Language: Java - Size: 430 MB - Last synced: 7 months ago - Pushed: 8 months ago - Stars: 117 - Forks: 35

neuroquant/parcor

Partial correlation (w. shrinkage estimation) networks and subsequent network analysis

Language: Matlab - Size: 36.1 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

jlyang1990/loggle

An R Package for Estimating Time-Varying Graphical Models

Language: R - Size: 8.48 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 6 - Forks: 4

bobye/GLBA

R code for Gated Latent Beta Allocation described in paper "Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data", TAFFC

Language: Jupyter Notebook - Size: 3.36 MB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 4 - Forks: 2

carlosloza/DNDBN

Probabilistic modeling of time series based on Deep Neural Hidden Semi-Markov Models. Biosignals-specific (EEG) implementation.

Language: Python - Size: 21.5 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

AbdessamadEd-dahmouni/Probabilistic-Graphical-Models

Assignments for the Probabilistic Graphical Models course (October - December 2018)

Language: Jupyter Notebook - Size: 1.96 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 1

vinuthakaranth/GraphicalPasswordAuthenticationUsingPassGo

In this project, we are implementing the ‘PASS-GO’ technique which is a grid based scheme in order to overcome the drawbacks of traditional password schemes. Pass-Go requires a user to select (or touch) intersections, as a way to input a password, which is stored in a database during the initial registration process. User can give their password as a set of points as well as multiple lines satisfying the constraints (i.e. intersections).Later during the login process once the user logins with appropriate username and password, the process is success otherwise 2-3 attempts is given to correct his/her passwords for login.

Language: HTML - Size: 3.35 MB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0