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inference-algorithms

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pyro-ppl /numpyro

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

numpy probabilistic-programming bayesian-inference mcmc hmc pyro jax inference-algorithms

UpdatedJul 18, 2025
Python

mici

matt-graham /mici

Manifold Markov chain Monte Carlo methods in Python

python mcmc hmc hamiltonian-monte-carlo markov-chain-monte-carlo hybrid-monte-carlo inference-algorithms

UpdatedJun 11, 2025
Python

abhiagwl /vistan

A simple library to run variational inference on Stan models.

automatic-differentiation inference autograd stan variational-inference normalizing-flows pystan variational-bayes posterior realnvp inference-algorithms stan-models iw-sampling rank-gaussian

UpdatedApr 11, 2023
Python

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.

julia dynamical-systems linear-systems kahan-summation state-estimation message-passing sum-product belief-propagation gaussian-distribution tree-graph factor-graph loopy-belief-propagation noisy-data fast-algorithm random-variables ill-conditioned inference-algorithms forward-backward-algorithm aging-model

UpdatedJul 3, 2022
Julia

NeuroTechnologies /DyNetCP

Codebase for discovery of latent dynamic connectivity in brain cortical networks

machine-learning-algorithms dynamical-systems brain networks-biology inference-algorithms

UpdatedMay 26, 2024
Jupyter Notebook

jaredly /algorithm-j

a typescript version

hindley-milner type-inference algorithm-w inference-algorithms algorithm-j

UpdatedSep 26, 2023
TypeScript

f-sod /MONN-2

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

deep-neural-networks computational-chemistry hyperparameter-tuning inference-algorithms computational-pharmaceutics

UpdatedSep 21, 2022
Python

mwydmuch /xCOLUMNs

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

machine-learning ml recommender-systems multi-label-classification extreme-classification inference-algorithms xmlc utility-optimization

UpdatedMar 29, 2025
Python

rmodi6 /pacman-ai-ghostbusters

Solutions to Pacman AI Ghostbusters problems

artificial-intelligence pacman bayesian-inference python27 bayesian-networks inference-algorithms

UpdatedJan 14, 2020
Python

amandafontes /M11-Inteli-Edge-Computing

Repositório destinado às atividades do módulo 11 do curso de Engenharia da Computação.

cpp alu logic-circuit logical-operators inference-algorithms

UpdatedOct 9, 2024
C++

jgriel /PDDLSolver

Final for CPS 367 - Artificial Intelligence

search ai graph graphs inference a-star search-algorithm artficial-intelligence pddl searching-algorithms searching inference-engine inference-rules a-star-algorithm a-star-search inference-algorithms pddl-parser a-star-graph pddl-language pddl-lang

UpdatedMay 6, 2023
Python

sdvelev /AI-For-Big-Data-Systems

All my work for the Artificial Intelligence for Big Data Systems course at FMI

machine-learning sentiment-analysis artificial-intelligence inference-algorithms

UpdatedJan 31, 2025
Jupyter Notebook

I-Halder /statistical-inference-with-large-language-models

Experiments with vLLM on inference time properties of large language models

llama gemma inference-algorithms large-language-models vllm

UpdatedDec 2, 2024
Python

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