Liping Zhang's repositories
crackingtensorflow
Cracking tensorflow models implementation. For example, seq2seq models implementation in tensorflow.
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
amazon-dsstne
Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models
AMultitaskRankingSystem
a multitask ranking system
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.
CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
CoreNLP
Stanford CoreNLP: A Java suite of core NLP tools.
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
deep_learning
基础的深度学习实验研究结果汇总笔记
Deep_Rec
存放推荐算法相关代码、文档、资料
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
deeplearning
深度学习相关的模型训练、评估和预测相关代码
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
DSIN
Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"
gensim
Topic Modelling for Humans
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
keras-mmoe
A Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
MMoE-TF2.0
MMoE-TF2.0
MOE
Make Opensource Easy - tools for synchronizing repositories
Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
qdrant
Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/
ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
spaCy
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
x-deeplearning
An industrial deep learning framework for high-dimension sparse data