benhuh

Glom

Forked from Agglomerator

nn2pp

Utilities to train two-layer neural networks

norse

A library to do deep learning with spiking neural networks.

ViT-VQGAN

An unofficial implementation of both ViT-VQGAN and RQ-VAE in Pytorch

AI-Feynman

ARC

The Abstraction and Reasoning Corpus

backpack

bias_free_denoising

Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

bispectral-networks

Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023

brain-tokyo-workshop

🧠🗼

Deep_Attentive_VI

Author's implementation of the paper: "Deep Attentive Variational Inference", ICLR 2022.

DeepTensorFactorization4GroupRep

DeepWeightDecay

delay_autoencoder

DPR

Code for Deep Single-image Portrait Image Relighting

Efficient-VDVAE

Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"

hfopt-matlab

Modified version of hfopt-matlab by David Sussillo.

MRI

Open-L2O

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

phaseharmonics

Wavelet phase harmonic scattering transform

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch-PPUU

Code for Prediction and Planning Under Uncertainty (PPUU)

recurrent-interface-network-pytorch

Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

sNGD-KFAC

Pytorch implementation of KFAC and E-KFAC (Natural Gradient).

vdvae

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"