Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
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Jan 3, 2025 - Python
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inference-algorithms
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Manifold Markov chain Monte Carlo methods in Python
python mcmc hmc hamiltonian-monte-carlo markov-chain-monte-carlo hybrid-monte-carlo inference-algorithms
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Oct 21, 2024 - Python
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
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Apr 11, 2023 - Python
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
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Jul 3, 2022 - Julia
a typescript version
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Sep 26, 2023 - TypeScript
Codebase for discovery of latent dynamic connectivity in brain cortical networks
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May 26, 2024 - Jupyter Notebook
Solutions to Pacman AI Ghostbusters problems
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Jan 14, 2020 - Python
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
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Sep 21, 2022 - Python
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
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May 6, 2023 - Python
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
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Dec 28, 2024 - Python
Repositório destinado às atividades do módulo 11 do curso de Engenharia da Computação.
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Oct 9, 2024 - C++
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