All Categories → Machine Learning → variational-inference

Top 65 variational-inference open source projects

ccube

Bayesian mixture models for estimating and clustering cancer cell fractions

✭ 23

r variational-inference cancer-evolution subclone-identification intratumor-heterogeneity

vireo

Demultiplexing pooled scRNA-seq data with or without genotype reference

✭ 34

python scrna-seq variational-inference demultiplex single-cells donor-deconvolution

normalizing-flows

PyTorch implementation of normalizing flow models

✭ 271

python pytorch variational-inference density-estimation invertible-neural-networks variational-autoencoder glow normalizing-flow real-nvp residual-flow neural-spline-flow

SIVI

Using neural network to build expressive hierarchical distribution; A variational method to accurately estimate posterior uncertainty; A fast and general method for Bayesian inference. (ICML 2018)

✭ 49

matlab python c mcmc uncertainty-quantification variational-inference variational-autoencoder implicit-modeling implicit-flow approximate-bayesian-inference

boundary-gp

Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features

✭ 21

Jupyter Notebook python matlab gaussian-processes variational-inference aistats

61-65 of 65 variational-inference projects

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