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adversarial-ncm

A novel method of score-based causal discovery using an adversarially trained neural causal model (NCM)

augmenting-robustness

An extension of the PuVAE architecture for adversarial robustness

augustwester.com

My personal website. Hosted using GitHub Pages.

chl

Contrastive Hebbian learning on MNIST, reaching ~97% accuracy with a small 784-128-10 MLP.

deepdream

A PyTorch implementation of the DeepDream algorithm

easie-zoom

Sexy zoom for videos because no free video editors support it

gaussian-processes

A bare-bones implementation of Gaussian processes in Python

gflownet

A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)

iac

Interactive Activation & Competition (IAC) network in NumPy

searchthearxiv

The code powering searchthearxiv.com, a simple semantic search engine for more than 300,000 ML papers on arXiv.

sidekick-web

sigmoidprime

My blog on machine learning. Hosted using GitHub Pages.

transformer-xl

A lightweight PyTorch implementation of the Transformer-XL architecture proposed by Dai et al. (2019)

treesitterlanguages

Languages for Tree-sitter wrapped in Swift packages

vdcvae

A conditional version of the "very deep variational autoencoder" proposed by Rewon Child at OpenAI (2020)

vicreg

A PyTorch implementation of VICReg by Bardes et al. (2021), trained on CIFAR-10 with a ResNet-18 backbone.