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2-fgnn

[ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, Wotao Yin.

ac-gan

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

acbegan

adaptiveoptim

Adaptive optimization procedure

alista

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

banditlib

Library of contextual bandits algorithms

baseplate

reddit's python service framework

began-tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

configargparse

A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables.

d-ladmm

Differentiable Linearized ADMM (ICML 2019)

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

deit

Official DeiT repository

dpgn

This repository is the official implementation of DPGN: Distribution Propagation Graph Network for Few-shot Learning.

e2train

[NeurIPS 2019] E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy

early-bird-tickets

[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks

ebegan

enlightengan

fast-mpn-cov

@CVPR2018: Efficient unrolling iterative matrix square-root normalized ConvNets, implemented by PyTorch (and code of B-CNN,Compact bilinear pooling etc.) for training from scratch & finetuning.

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

few-shot-ctm

Few shot learning

fista

FISTA implementation in MATLAB (recently updated FISTA with backtracking)

fonts

Font files available from Google Fonts

gegan

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

hidden-networks

hw-acceptance-unit-test-cycle

hw-rails-intro

hw-ruby-intro

Ruby Introduction Assignment for Agile Development using Ruby on Rails

ksvd

A ksvd implementation written in python.

learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)