Shuai Zhang

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

Pytorch implementation of Quaternion Knowledge Graph Embeddings.

Implementation of the IEEE TII paper titled "Unraveling Metric Vector Spaces withFactorization for Recommendation"

deep learning for recommender system

Implementation of SVD and SVD++ for recommendation

Implementation of AutoSVD++ (SIGIR 2017)

Implementation of Semi-AE-Rec (ICONIP 2017)

No description.

A review and evaluation on CTR prediction models

Deeprec is a portable, flexible and comprehensive library including a variety of state-of-the-art deep learning based recommendation models.

Factorization Machine models in PyTorch

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

Official implementation for the paper "Prompt Pre-Training with Over Twenty-Thousand Classes for Open-Vocabulary Visual Recognition"

An Open-Source Package for Knowledge Embedding (KE)

Biased matrix factorisation using TensorFlow

No description.

Tools for state of the art Knowledge Base Completion.

TensorFlow Tutorial and Examples for beginners

Implementation of DualKV: Shared-Prompt Flash Attention for Efficient RL Training with Large Rollouts and Long Contexts

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Flash Attention in ~100 lines of CUDA (forward pass only)

No description.

Retrieval-Augmented Generation in 3 Lines of Code!

NeurIPS 2024 AutoGluon Workshop. See website: https://autogluon.github.io/neurips-autogluon-workshop/

Fast and Accurate ML in 3 Lines of Code

Learning CUDA 10 Programming, published by Packt

No description.

Books with Jupyter notebooks

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

The Citation File Format lets you provide citation metadata for software or datasets in plaintext files that are easy to read by both humans and machines.

Repository for ACL 2019 paper

Utility scripts

Multi-Hop Logical Reasoning in Knowledge Graphs

Exercises for the Big Data lecture (Fall 2020)

Highway network implemented in pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Homepage for STAT 157 at UC Berkeley

TenforFlow Implementation of Neural Factorization Machine

coding practice

An optimizer that trains as fast as Adam and as good as SGD.

No description.

A TensorFlow Implementation of "Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation" by Wu et al.

No description.

Code for "Collaborative Filtering with User-Item Co-Autoregressive Models"

A Video Player developed with Vitamio

IRGAN SIGIR paper experimental code

No description.

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

Homepage

LibRec: A Java Library for Recommender Systems, see

No description.