Blei Lab

We are malleable but resistant to corrosion.

Pinned

edward Public

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Jupyter Notebook 4.7k 780

tmv Public
topic model visualization

Python 19 GPL-3.0 34 0 0 Updated Oct 12, 2021
onlineldavb Public
Online variational Bayes for latent Dirichlet allocation (LDA)

Python 250 GPL-3.0 89 2 2 Updated May 21, 2021
class-slda Public
Implements supervised topic models with a categorical response.

C++ 59 GPL-2.0 18 4 1 Updated Mar 2, 2021
markovian-score-climbing Public

Python 4 MIT 0 0 0 Updated Oct 16, 2020
causal-text-embeddings Public
Software and data for "Using Text Embeddings for Causal Inference"

Python 104 MIT 15 2 0 Updated Sep 23, 2020
deconfounder_public Public

Jupyter Notebook 12 GPL-3.0 3 1 0 Updated Jul 31, 2020
deconfounder_tutorial Public

Jupyter Notebook 76 MIT 19 1 0 Updated Apr 3, 2020
edward Public
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Jupyter Notebook 4,679 780 185 35 Updated Oct 22, 2019
variational-smc Public
Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)

Python 51 MIT 13 0 0 Updated Apr 29, 2019
deep-exponential-families Public
Deep exponential families (DEFs)

C++ 54 10 0 0 Updated Feb 8, 2018

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