Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
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Nov 22, 2024 - 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
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 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
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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Nov 13, 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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