Junshuai-Song

uncertainty-calibration

A collection of research and application papers of (uncertainty) calibration techniques.

tgin

temperature_scaling

A simple way to calibrate your neural network.

HDR

This is a demo code for HDR approach in KDD 2023

MutiTaskLearn

PCGrad

Code for "Gradient Surgery for Multi-Task Learning"

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

SmeLU

PyTorch reimplementation of the Smooth ReLU activation function proposed in the paper "Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations" [arXiv 2022].

transformer_user_action

Transformer-based Realtime User Action Model for Recommendation at Pinterest

rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

MAERec

[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

mesh

Mesh TensorFlow: Model Parallelism Made Easier

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

CoLT5-attention

Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch

routing-transformer

Fully featured implementation of Routing Transformer

DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

UBR4CTR

UBR4CTR is the code for our proposed User Behavior Retrieval for CTR Prediction framework in SIGIR 2020.

TiCoSeRec

Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation

Awesome-Contrastive-Learning-and-Data-Augmentation-RS-Paper-Code

The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems

ICLRec

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

MBHT-KDD22

[KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation

ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

GeneRec

Generative Recommendation: Towards Next-generation Recommender Paradigm

QRec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

SELFRec

An open-source framework for self-supervised recommender systems.

DHCN

Codes for AAAI'21 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'

MMCLR

this is the code of MMCLR

LightGCL

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"