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Adam Foster's Projects

betaneutraltotheleft.jl icon betaneutraltotheleft.jl

Code to accompany UAI paper 'Sampling and Inference for Beta Neutral-to-the-Left Models of Sparse Networks'

cresp icon cresp

Code for 'On Contrastive Representations of Stochastic Processes' https://arxiv.org/abs/2106.10052

dad icon dad

Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design

deepqmc icon deepqmc

Deep learning quantum Monte Carlo for electrons in real space

dowhy icon dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

easteregg icon easteregg

Follow a trail of picture postcard clues around the world

gensim icon gensim

Topic Modeling with multiple corpora - an extension of gensim to support mLDA

invclr icon invclr

Improving Transformation Invariance in Contrastive Representation Learning

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pysvihmm icon pysvihmm

Implementation of stochastic variational inference for Bayesian hidden Markov models.

pytorch-simclr icon pytorch-simclr

A PyTorch reproduction of 'A Simple Framework for Contrastive Learning of Visual Representations' by Ting Chen, et al.

rdbgenerate icon rdbgenerate

Utility for generating Redis dump (.rdb) files from Python native objects

sgboed-gp icon sgboed-gp

Standalone repo for the blog posts about combining GPs and SGBOED

simclr icon simclr

SimCLR - A Simple Framework for Contrastive Learning of Visual Representations

vboed_poster icon vboed_poster

Poster for 'Variational Bayesian Optimal Experimental Design'

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