Stars
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.
RSTutorials: A Curated List of Must-read Papers on Recommender System.
Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
A list of recent papers regarding deep reinforcement learning
Blade is a powerful build system from Tencent, supports many mainstream programming languages, such as C/C++, java, scala, python, protobuf...
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search sc…
Tars is a high-performance RPC framework based on name service and Tars protocol, also integrated administration platform, and implemented hosting-service via flexible schedule.
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
A toolkit for developing and comparing reinforcement learning algorithms.
Python-based framework for building and evaluating session-based and session-aware recommender systems.
Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
An implementation of a deep learning recommendation model (DLRM)
Implementation of Graph Convolutional Networks in TensorFlow
Representation learning on large graphs using stochastic graph convolutions.
An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
A general-purpose, distributed graph random walk engine.
Fastest network node embeddings in the west
Single Headed Attention RNN - "Stop thinking with your head"
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
阅读过的推荐系统论文的归类总结，持续更新中…
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
Deep Matching, Correlation and Prediction (DeepMCP) Model