shunyuanxue,github

abcnn

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

agdistis

AGDISTIS - Agnostic Named Entity Disambiguation

agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

algorithm

Awesome algorithm refactor from 'Algorithm 4th Edition'

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

awesome-bert

bert nlp papers, applications and github resources ， BERT 相关论文和 github 项目

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.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-recsys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

awesome-system-for-machine-learning

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

batch-matmul-cuda

A simple and understandable CUDA kernel for batch-matmul operation

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private server services

chaotbot_corpus_chinese

中文公开聊天语料库

char-embeddings

A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinesenlpcorpus

搜集、整理、发布中文自然语言处理语料/数据集，与有志之士共同促进中文自然语言处理的发展。

clrs

:notebook:Solutions to Introduction to Algorithms

cmake-examples

Useful CMake Examples

cpptemplatetutorial

中文的C++ Template的教学指南。与知名书籍C++ Templates不同，该系列教程将C++ Templates作为一门图灵完备的语言来讲授，以求帮助读者对Meta-Programming融会贯通。(正在施工中)

datasets

A collection of datasets of ML problem solving

deep-text-corrector

Deep learning models trained to correct input errors in short, message-like text

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)

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