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awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

bksvd

Fast randomized block Krylov method for the singular value decomposition

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cs294-112_hws

My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

diffmask

Pytorch implementation of DiffMask

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

ec4srec

Code for the CIKM2022 Paper "Explanation Guided Contrastive Learning for Sequential Recommendation"

factorgcn.pytorch

Source code for "Factorizable Graph Convolutional Networks", NeurIPS'20

fashionplus

Fashion++: Minimal Edits for Outfit Improvement

h2gcn

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

jacobian_regularizer

A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.

kaggle-moa-2nd-place-solution

kge

Some papers on Knowledge Graph Embedding(KGE)

l0_regularization

Learning Sparse Neural Networks through L0 regularization

learning_spark

pyspark学习教程

pdn

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

pot

POT : Python Optimal Transport

prehash

pyspark-tutorial

PySpark Code for Hands-on Learners

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

recommender-system-with-tf2.0

Recurrence the recommender paper with Tensorflow2.0

recq

RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

smore

SMORe: Modularize Graph Embedding for Recommendation

stat479-deep-learning-ss19

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison

tabformer

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

triton

Development repository for the Triton language and compiler