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Topic: "inference-algorithms"

pyro-ppl/numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Language: Python - Size: 95.4 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2,490 - Forks: 264

matt-graham/mici

Manifold Markov chain Monte Carlo methods in Python

Language: Python - Size: 34.9 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 230 - Forks: 27

abhiagwl/vistan

A simple library to run variational inference on Stan models.

Language: Python - Size: 280 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 3

mcosovic/FactorGraph.jl

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

Language: Julia - Size: 8.63 MB - Last synced at: 9 days ago - Pushed at: about 3 years ago - Stars: 30 - Forks: 4

jaredly/algorithm-j

a typescript version

Language: TypeScript - Size: 5.86 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

mwydmuch/xCOLUMNs

Consistent Optimization of Label-wise Utilities in Multi-label classificatioN

Language: Python - Size: 3.27 MB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

rmodi6/pacman-ai-ghostbusters

Solutions to Pacman AI Ghostbusters problems

Language: Python - Size: 1.4 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 4

NeuroTechnologies/DyNetCP

Codebase for discovery of latent dynamic connectivity in brain cortical networks

Language: Jupyter Notebook - Size: 5.64 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

f-sod/MONN-2

MONN-2: updated Multi-Objective Neural Network for Predicting Pairwise Non-Covalent Interactions and Binding Affinities between Compounds and Proteins

Language: Python - Size: 38.8 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Related Topics
dynamical-systems 2 bayesian-inference 2 hmc 2 mcmc 2 posterior 1 normalizing-flows 1 iw-sampling 1 inference 1 automatic-differentiation 1 autograd 1 python27 1 pacman 1 bayesian-networks 1 artificial-intelligence 1 xmlc 1 utility-optimization 1 recommender-systems 1 multi-label-classification 1 ml 1 pystan 1 rank-gaussian 1 realnvp 1 stan 1 stan-models 1 variational-bayes 1 variational-inference 1 algorithm-j 1 algorithm-w 1 hindley-milner 1 type-inference 1 hamiltonian-monte-carlo 1 hybrid-monte-carlo 1 markov-chain-monte-carlo 1 python 1 computational-chemistry 1 computational-pharmaceutics 1 deep-neural-networks 1 hyperparameter-tuning 1 brain 1 machine-learning-algorithms 1 networks-biology 1 jax 1 numpy 1 probabilistic-programming 1 pyro 1 aging-model 1 belief-propagation 1 factor-graph 1 fast-algorithm 1 forward-backward-algorithm 1 gaussian-distribution 1 ill-conditioned 1 julia 1 kahan-summation 1 linear-systems 1 loopy-belief-propagation 1 message-passing 1 noisy-data 1 random-variables 1 state-estimation 1 sum-product 1 tree-graph 1 extreme-classification 1 machine-learning 1