Open Source Libs
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Open Source Libraries
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Graphical Models
47 Open Source Graphical Models Software Projects
Free and open source graphical models code projects including engines, APIs, generators, and tools.
Graphicalmodellearning.jl
16 ⭐
Algorithms for Learning Graphical Models
Tutorial Ugm Hyperspectral
21 ⭐
A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis
Mrfcov
19 ⭐
Markov random fields with covariates
Spflow
214 ⭐
Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks
Invariantcausal.jl
21 ⭐
Causal Inference with Invariant Prediction
Neuralfactorgraph
50 ⭐
This repo contains the code for the paper Neural Factor Graph Models for Cross-lingual Morphological Tagging.
Graphical Lsp
37 ⭐
Graphical language server platform for building web-based diagram editors
Dowhy
3558 ⭐
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.
Statnlp Framework
17 ⭐
C++ based implementation of StatNLP framework
Pythonbrmltoolbox
18 ⭐
Python 3.7 version of David Barber's MATLAB BRMLtoolbox
Pyautofit
36 ⭐
Deep Generative Models For Natural Language Processing
275 ⭐
DGMs for NLP. A roadmap.
Amidst Toolbox
112 ⭐
A Java Toolbox for Scalable Probabilistic Machine Learning
Wladimirsidorenko Crfsuite
40 ⭐
Tree-Structured, First- and Higher-Order Linear Chain, and Semi-Markov CRFs
Belief Propagation
78 ⭐
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
Lomrf
74 ⭐
LoMRF is an open-source implementation of Markov Logic Networks
Gglasso
12 ⭐
A Python package for General Graphical Lasso computation
Glsp
88 ⭐
Graphical language server platform for building web-based diagram editors
Glsp Client
11 ⭐
Web-based client framework of the graphical language server platform
Glsp Theia Integration
11 ⭐
Integration of the web-based GLSP client with Eclipse Theia
Glsp Server
17 ⭐
Java-based server framework of the graphical language server platform
Glsp Examples
15 ⭐
Example diagram editors built with Eclipse GLSP
Private Data Generation
78 ⭐
A toolbox for differentially private data generation
Felixleopoldo Benchpress
10 ⭐
Benchpress is a snakemake workflow for reproducible and scalable execution and benchmarks of structure learning algorithms for probabilistic graphical models.
Leviborodenko Dgcnn
20 ⭐
Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
Mitosis.jl
33 ⭐
Automatic probabilistic programming for scientific machine learning and dynamical models
Lgnpy
24 ⭐
Linear Gaussian Bayesian Networks - Inference, Parameter Learning and Representation. 🖧
Celeste.jl
163 ⭐
Scalable inference for a generative model of astronomical images
Spatially Conditioned Graphs
48 ⭐
Official PyTorch implementation for ICCV 2021 paper "Spatially Conditioned Graphs for Detecting Human–Object Interactions"
Pydata2020
13 ⭐
Why And What If: Causal Inference for Everyone
Mims Harvard Fusenet
11 ⭐
Network inference by fusing data from diverse distributions
Openmx
66 ⭐
Repository for the OpenMx Structural Equation Modeling package
Iohmm
112 ⭐
Input Output Hidden Markov Model (IOHMM) in Python
Sparsebn
39 ⭐
Software for learning sparse Bayesian networks
Skggm
192 ⭐
Scikit-learn compatible estimation of general graphical models
Zhusuan
2101 ⭐
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
Junction Tree
13 ⭐
The junction tree algorithm for (discrete) factor graphs
Sem
23 ⭐
:white_medium_small_square: <- :white_circle: Structural Equation Modeling from a broader context.
Qm
52 ⭐
QM model-based design tool and code generator based on UML state machines
Clinicalml Dmm
112 ⭐
Deep Markov Models
Bayes Net
11 ⭐
Checking D-separations and I-equivalence in Bayesian Networks.
Pathpy
123 ⭐
pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models
Pdsampler.jl
29 ⭐
Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)
Robopy
201 ⭐
Robopy is a python port for Robotics Toolbox in Matlab created by Peter Corke
Kvae
119 ⭐
Kalman Variational Auto-Encoder
Zeta Project Zeta
12 ⭐
Modeling tool for generating graphical modeling environments.
Regain
16 ⭐
REGAIN (Regularised Graphical Inference)