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The Top 23 Graphical Models Open Source Projects

Open source projects categorized as Graphical Models
Categories > Graphical Models
Dowhy ⭐ 6,730
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.
dependent packages 7total releases 14most recent commit a month agopypi dowhy} Downloads
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 2 years ago
Deep Generative Models For Natural Language Processing ⭐ 330
DGMs for NLP. A roadmap.
most recent commit a year ago
Spflow ⭐ 272
Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks
total releases 40most recent commit 5 months ago
Auton Survival ⭐ 271
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
total releases 6most recent commit 7 months ago
Skggm ⭐ 224
Scikit-learn compatible estimation of general graphical models
dependent packages 2total releases 6most recent commit a year agopypi skggm} Downloads
Robopy ⭐ 182
Robopy is a python port for Robotics Toolbox in Matlab created by Peter Corke
total releases 14most recent commit 3 years ago
Glsp ⭐ 177
Graphical language server platform for building web-based diagram editors
dependent packages 5total releases 60most recent commit 4 months agonpm @eclipse-glsp/config} Downloads
Iohmm ⭐ 140
Input Output Hidden Markov Model (IOHMM) in Python
total releases 5most recent commit a year ago
Dcsam ⭐ 131
Factored inference for discrete-continuous smoothing and mapping.
most recent commit 8 months ago
Celeste.jl ⭐ 124
Scalable inference for a generative model of astronomical images
most recent commit 4 years ago
Qm ⭐ 112
QM model-based design tool and code generator based on UML state machines
most recent commit 5 months ago
Toolbox ⭐ 104
A Java Toolbox for Scalable Probabilistic Machine Learning
most recent commit 4 years ago
Pathpy ⭐ 102
pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models
dependent packages 2total releases 4most recent commit 4 years agopypi pathpy2} Downloads
Kvae ⭐ 94
Kalman Variational Auto-Encoder
most recent commit 5 years ago
Dmm ⭐ 91
Deep Markov Models
most recent commit 5 years ago
Openmx ⭐ 81
Repository for the OpenMx Structural Equation Modeling package
most recent commit 5 months ago
Lomrf ⭐ 70
LoMRF is an open-source implementation of Markov Logic Networks
most recent commit 4 years ago
Dagma ⭐ 60
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"
most recent commit 5 months ago
Spatially Conditioned Graphs ⭐ 56
Official PyTorch implementation for ICCV 2021 paper "Spatially Conditioned Graphs for Detecting Human–Object Interactions"
most recent commit 2 years ago
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295most recent commit 4 months agopypi autofit} Downloads
Benchpress ⭐ 52
A Snakemake workflow to run and benchmark structure learning (a.k.a. causal discovery) algorithms for probabilistic graphical models.
most recent commit 5 months ago
Neuralfactorgraph ⭐ 50
This repo contains the code for the paper Neural Factor Graph Models for Cross-lingual Morphological Tagging.
most recent commit 6 years ago
The 10 Most Depended On Graphical Models Open Source Projects
Glsp Client ⭐ 38
Web-based client framework of the graphical language server platform
dependent packages 14total releases 289latest release November 29, 2023most recent commit 4 months agonpm @eclipse-glsp/client} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 4 months agopypi autofit} Downloads
Glsp ⭐ 177
Graphical language server platform for building web-based diagram editors
dependent packages 5total releases 60latest release October 13, 2023most recent commit 4 months agonpm @eclipse-glsp/config} Downloads
Glsp Server ⭐ 31
Java-based server framework of the graphical language server platform
dependent packages 5total releases 18latest release October 15, 2023most recent commit 4 months ago
Graphical Lsp ⭐ 36
Graphical language server platform for building web-based diagram editors
dependent packages 4total releases 57latest release November 14, 2019most recent commit 4 years agonpm @glsp/sprotty-client} Downloads
Glsp Server Node ⭐ 10
Node-based server framework of the graphical language server platform
dependent packages 4total releases 78latest release November 27, 2023most recent commit 4 months agonpm @eclipse-glsp/graph} Downloads
Rags2ridges ⭐ 7
Get ridge or die trying - 2 cents
dependent packages 3total releases 15latest release October 14, 2023most recent commit 8 months ago
Skggm ⭐ 224
Scikit-learn compatible estimation of general graphical models
dependent packages 2total releases 6latest release September 12, 2018most recent commit a year agopypi skggm} Downloads
The 10 Latest Releases In Graphical Models Open Source Projects
Glsp Client ⭐ 38
Web-based client framework of the graphical language server platform
dependent packages 14total releases 289latest release November 29, 2023most recent commit 4 months agonpm @eclipse-glsp/client} Downloads
Glsp Server Node ⭐ 10
Node-based server framework of the graphical language server platform
dependent packages 4total releases 78latest release November 27, 2023most recent commit 4 months agonpm @eclipse-glsp/graph} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 4 months agopypi autofit} Downloads
Glsp Server ⭐ 31
Java-based server framework of the graphical language server platform
dependent packages 5total releases 18latest release October 15, 2023most recent commit 4 months ago
Rags2ridges ⭐ 7
Get ridge or die trying - 2 cents
dependent packages 3total releases 15latest release October 14, 2023most recent commit 8 months ago
Glsp ⭐ 177
Graphical language server platform for building web-based diagram editors
dependent packages 5total releases 60latest release October 13, 2023most recent commit 4 months agonpm @eclipse-glsp/config} Downloads
Pulsar ⭐ 9
pulsar: Parallel Utilities for Lambda Selection along a Regularization Path
total releases 12latest release September 24, 2023most recent commit 8 months ago
Mrfcov ⭐ 22
Markov random fields with covariates
total releases 5latest release April 06, 2023most recent commit a year ago
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