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Projects in Awesome Lists tagged with variational-inference
A curated list of projects in awesome lists tagged with variational-inference .
https://github.com/sathya-ml/variational-inference-pyro-lab
Materials for a 2022/23 CS graduate lab on variational inference and probabilistic programming with Pyro-PPL.
mnist probabilistic-programming pyro-ppl pytorch variational-autoencoder variational-inference
Last synced: 10 Nov 2024
https://github.com/robert-giaquinto/dapper
Fast implementation of DAP topic model using Conjugate Computation Variational Inference
em-algorithm graphical-models machine-learning natural-language-processing stochastic-gradient-descent stochastic-variational-inference text-analysis text-mining topic-modeling variational-inference
Last synced: 13 Nov 2024
https://github.com/tillahoffmann/vbzero
Minimal variational Bayes in torch.
Last synced: 14 Nov 2024
https://github.com/siris2314/autovariate
A python package made to streamline the usage of Variational Autoencoders, understand the algorithm first before using this package
autoencoders machine-learning machine-learning-algorithms natural-language-processing nlp nlp-machine-learning python python-project python3 pythonpackage pytorch pytorch-implmention variational-autoencoder variational-inference
Last synced: 17 Nov 2024
https://github.com/tlienart/thox
[done] phd thesis @ oxford stats
bayesian-inference expectation-propagation machine-learning sampling variational-inference
Last synced: 08 Dec 2024
https://github.com/jordandeklerk/amortized-bayes
Implementing Bayesian neural networks to close the amortization gap in VAEs in PyTorch
amortized-inference artificial-intelligence bayesian-statistics variational-autoencoder variational-inference
Last synced: 31 Dec 2024
https://github.com/shiyis/politics
The political text ideology classification tool provides a solution to expedite interpreting an author's intentions and subjectivity through quantitative measures.
political-analysis political-nlp text-analytics variational-inference
Last synced: 12 Nov 2024
https://github.com/tillahoffmann/mininf
mininf is a minimal library to infer the parameters of probabilistic programs and make predictions.
bayesian-inference variational-inference
Last synced: 14 Nov 2024
https://github.com/wmkouw/larx
ForneyLab.jl factor node for a latent autoregressive model with exogenous input.
factor-graphs message-passing variational-inference
Last synced: 17 Dec 2024
https://github.com/wmkouw/nsi-emps
System identification on electro-mechanical positioning system via free energy minimization
free-energy-principle positioning-systems system-identification variational-inference
Last synced: 17 Dec 2024
https://github.com/tallamjr/bap-numpyro
Bayesian Analysis in Python (2nd ed.) with Numpyro
bayesian-data-analysis bayesian-inference laplace-approximation markov-chain-monte-carlo numpyro variational-inference
Last synced: 17 Dec 2024
