Mattie Tesfaldet's repositories
two-stream-dyntex-synth
Code for the paper "Two-Stream Convolutional Networks for Dynamic Texture Synthesis". Presented at CVPR '18.
fourier-cppn
TensorFlow implementation of "Fourier-CPPNs for Image Synthesis" (2019)
mongoose-opt-paginate
Optimized pagination using indexes (no cursor.skip) with fallback. Used with Mongoose + Express, or Mongoose + Koa.
animations
Web animation samples
hydra-wandb-sweeper
[WIP] WandB sweeps integration with Hydra sweeper
deq
[NeurIPS'19] Deep Equilibrium Models
gym
A toolkit for developing and comparing reinforcement learning algorithms.
HackingWithSwift
The project source code for hackingwithswift.com
haven
Large-scale experiment manager
ic_gan
Official repository for the paper "Instance-Conditioned GAN" by Arantxa Casanova, Marlene Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.
kilonerf
Code for KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
mila-docs
Mila technical documentation
mtesfaldet.net
My personal website.
nerf-pytorch
A PyTorch re-implementation of Neural Radiance Fields
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
submitit
Python 3.6+ toolbox for submitting jobs to Slurm
texture_nets
Caffe port of Texture Networks
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch