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The Top 21 Machine Learning Probabilistic Graphical Models Open Source Projects

Open source projects categorized as Machine Learning Probabilistic Graphical Models
Categories > Machine Learning > Machine Learning
Categories > Probabilistic Graphical Models
Deep Learning Drizzle ⭐ 10,767
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit a year ago
Pomegranate ⭐ 3,194
Fast, flexible and easy to use probabilistic modelling in Python.
dependent packages 1total releases 18most recent commit 5 months ago
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
most recent commit 3 months ago
Variational Autoencoder ⭐ 1,114
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
most recent commit 2 years ago
Variational Autoencoder ⭐ 1,049
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
most recent commit 2 years ago
Mbmlbook ⭐ 183
Sample code for the Model-Based Machine Learning book.
most recent commit 3 years ago
The Books Making You Better ⭐ 169
A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.
most recent commit 3 months ago
Forneylab.jl ⭐ 134
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
most recent commit a year ago
Scar ⭐ 41
scAR (single-cell Ambient Remover) is a deep learning model for removal of the ambient signals in droplet-based single cell omics
most recent commit 5 months ago
Cgmm ⭐ 33
Official Repository of "Contextual Graph Markov Model" (ICML 2018 - JMLR 2020)
most recent commit 2 years ago
Easy Factor Graph ⭐ 24
General purpose C++ library for managing discrete factor graphs
most recent commit 4 months ago
Blangsdk ⭐ 22
Blang's software development kit
most recent commit 7 months ago
Statistical Machine Learning ⭐ 16
Probabilistic Machine Learning course lab @UNITS
most recent commit 2 years ago
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6most recent commit 3 years agopypi odin-ai} Downloads
Machine Learning Summer Schools ⭐ 14
Curated materials for different machine learning related summer schools
most recent commit 3 years ago
Prosper ⭐ 14
A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions
most recent commit 5 years ago
Upgrad_pgdmlai ⭐ 11
assignments and group case studies from PGDMLAI course by upGrad & IIITB
most recent commit 8 months ago
Awesome Bayes Nets ⭐ 9
⚗️ A curated list of Books, Research Papers, and Software for Bayesian Networks.
most recent commit 6 months ago
Edhsmm ⭐ 8
An(other) implementation of Explicit Duration Hidden Semi-Markov Models in Python 3
total releases 7most recent commit 6 months ago
Conditional Random Fields ⭐ 7
An analysis and implementation of Conditional Random Fields.
most recent commit 3 years ago
Fuller ⭐ 6
Integrated computational framework for reconstruction and parametrization of electronic band sturcture from photoemission spectroscopy data
total releases 1most recent commit a year ago
The 2 Most Depended On Machine Learning Probabilistic Graphical Models Open Source Projects
Pomegranate ⭐ 3,194
Fast, flexible and easy to use probabilistic modelling in Python.
dependent packages 1total releases 18latest release September 19, 2022most recent commit 5 months ago
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6latest release June 07, 2020most recent commit 3 years agopypi odin-ai} Downloads
The 4 Latest Releases In Machine Learning Probabilistic Graphical Models Open Source Projects
Pomegranate ⭐ 3,194
Fast, flexible and easy to use probabilistic modelling in Python.
dependent packages 1total releases 18latest release September 19, 2022most recent commit 5 months ago
Edhsmm ⭐ 8
An(other) implementation of Explicit Duration Hidden Semi-Markov Models in Python 3
total releases 7latest release March 05, 2022most recent commit 6 months ago
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6latest release June 07, 2020most recent commit 3 years agopypi odin-ai} Downloads
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