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aix

Notes and paper reports for machine learning

align_uniform

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.

awesome-deep-learning-survey-papers

In this page, I will provide a list of survey papers on topics related to deep learning and its applications in various fields.

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-long-tailed-learning

awesome-network-embedding

A curated list of network embedding techniques.

awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

barlowtwins

Implementation of Barlow Twins paper

barlowtwins-1

PyTorch implementation of Barlow Twins.

bookcorpus

Crawl BookCorpus

bpr-spark

Bayesian Personalized Ranking for Spark

cikm2020-s3rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

cnn-assignments

Convolutional Neural Networks Assignments

cnn-vae

Variational Autoencoder (VAE) implementation in pytorch

colossalai

Making large AI models cheaper, faster and more accessible

column_networks

Column Networks for Collective Classification: A novel deep learning model for collective classification in multi-relational domains

cross-domain-disen

Cross-domain disentanglement network

datasets

A curated collection of recommendation datasets with trackable dataset IDs

dcl

Code for "Debiased Contrastive Learning"

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

deepwalk

DeepWalk - Deep Learning for Graphs

dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

domain-generalization

All about domain generalization

dropedge

This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

dve-master

edge-prediction-algorithm

etl-master

This is a pytorch implementation of our paper: "Towards Equivalent Transformation of User Preferences in Cross Domain Recommendation"

euler

A distributed graph deep learning framework.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐