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acdc-torch

ACDC: A Structured Efficient Linear Layer

alista

[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

bispectral-networks

complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

cwn

Message Passing Neural Networks for Simplicial and Cell Complexes

darknet

deepxde

A library for scientific machine learning and physics-informed learning

dl_signal

Deep Learning Model for Signal Data

dss

Sequence Modeling with Structured State Spaces

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

fastdvdnet-1

FastDVDnet: A Very Fast Deep Video Denoising algorithm

fbcnn

Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"

fnl_paper

Factorized Neural Layers

fourierft

fourierkan

fusedfourierkan

C++ and Cuda ops for fused FourierKAN

gdl_tutorial_turinginst

Material for the hands-on tutorial on Graph Deep Learning held at the Alan Turing Institute

harmonic-net-pytorch

harmonicconvolutions

Deep Translation and Rotation Equivariance

helloworld

Helloworld repo template

knowledgegraphembedding

liquid-s4

Liquid Structural State-Space Models

lista-cpss

[NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*, Jialin Liu*, Zhangyang Wang and Wotao Yin.

lvu

mini-batch-ot

A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, color transfer, and gradient flow.

mk_mlutils

Utilities for training ML models within pytorch, mostly batch sampling etc.

mos

multilevel-wasserstein-means

nengo

A Python library for creating and simulating large-scale brain models