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推荐系统从入门到实战
pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持t5模型,支持GPT2进行文章续写。
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
Pre-Training with Whole Word Masking for Chinese BERT
Convolutional Neural Networks
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
DeepIE: Deep Learning for Information Extraction
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"
Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
Deep Reinforcement Learning for Keras.
KnowledgeDistillation Layer (Caffe implementation)
The official GitHub page for the survey paper "A Survey of Large Language Models".
基于LSTM神经网络的时间序列预测
Meandering In Networks of Entities to Reach Verisimilar Answers
Natural Language Processing Tutorial for Deep Learning Researchers
Recommendation Algorithm大规模推荐算法库,包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise等,包含经典推荐系统数据集criteo 、movielens等
pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,ConvSeq2Seq,BERT,MacBERT,ELECTRA,ERNIE,Transformer,T5等模型实现,开箱即用。
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Code that accompanies the paper Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
该模型在DSSM模型的基础上,将模型的表示层使用基于Transformer的Encoder部分来实现。用于问答召回后的二次精排的融合方案。 基于开源代码开发,具体作者不详。
Vector visualization
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.