Blei Lab

We are malleable but resistant to corrosion.

poisson-influence-factorization Public

Jupyter Notebook 2 MIT 0 0 0 Updated Jul 28, 2022
class-slda Public
Implements supervised topic models with a categorical response.

C++ 60 GPL-2.0 20 4 2 Updated Jan 14, 2022
tmv Public
topic model visualization

Python 20 GPL-3.0 37 0 0 Updated Oct 12, 2021
onlineldavb Public
Online variational Bayes for latent Dirichlet allocation (LDA)

Python 265 GPL-3.0 97 2 2 Updated May 21, 2021
markovian-score-climbing Public

Python 7 MIT 0 0 0 Updated Oct 16, 2020
causal-text-embeddings Public
Software and data for "Using Text Embeddings for Causal Inference"

Python 115 MIT 17 2 0 Updated Sep 23, 2020
deconfounder_public Public

Jupyter Notebook 15 GPL-3.0 4 1 0 Updated Jul 31, 2020
deconfounder_tutorial Public

Jupyter Notebook 81 MIT 24 2 0 Updated Apr 3, 2020
edward Public
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Jupyter Notebook 4,735 782 186 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 57 MIT 14 0 0 Updated Apr 29, 2019

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