ethanmock

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

stable-diffusion

A latent text-to-image diffusion model

recommenders

Best Practices on Recommendation Systems

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

diffusion

Denoising Diffusion Probabilistic Models

RecBole

A unified, comprehensive and efficient recommendation library

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

LLM4Rec-Awesome-Papers

A list of awesome papers and resources of recommender system on large language model (LLM).

pytorch-fm

Factorization Machine models in PyTorch

Awesome-RSPapers

Recommender System Papers

generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

DGI

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

set_transformer

Pytorch implementation of set transformer

trajectory-transformer

Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"

CLUB

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review

Paper List of Pre-trained Foundation Recommender Models

Deep-Semantic-Similarity-Model-PyTorch

My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

disentangled_graph_collaborative_filtering

Disentagnled Graph Collaborative Filtering, SIGIR2020

torch-ccl

oneCCL Bindings for Pytorch*

UnifiedEmbeddingModel

Implementation of unified embedding model from Embedding-based Retrieval in Facebook Search.

GMCF_Neural_Graph_Matching_based_Collaborative_Filtering

GMCF: Neural Graph Matching based Collaborative Filtering, SIGIR 2021

SIGN-Detecting-Beneficial-Feature-Interactions-for-Recommender-Systems

Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021

explore-and-evaluate

Code for EMNLP2020 paper "Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment".

HIRS-Detecting_Arbitrary_Order_Beneficial_Feature_Interactions_for_Recommender_Systems

Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems, KDD 2022

dps

data process service

GCM

GNN-DSR

Dynamic-popularity-aware-recommendation

Dynamic popularity-aware contrastive learning for recommendation