xguojing

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

wenzheng

ai challenger 2018细粒度情感分类第一名解决方案, A training framework itegrating tensorflow and pytorch

Al_challenger_2018_sentiment_analysis

AI Challenger 2018 细粒度用户评论情感分析，排名17th，基于Aspect Level 思路的解决方案

AI-Comp

AI-Challenger Baseline 细粒度用户评论情感分析

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

2018-AIchallenger_emotion_analysis_27th

ner-bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

course-nlp

A Code-First Introduction to NLP course

CCKScner

CCKS2019 面向中文电子病历的命名实体识别

Chinese-clinical-NER

CCKS2019中文命名实体识别任务。从医疗文本中识别疾病和诊断、解剖部位、影像检查、实验室检验、手术和药物6种命名实体。现已实现基于jieba和AC自动机的baseline构建、基于BiLSTM和CRF的序列标住模型构建。bert的部分代码主要源于https://github.com/charles9n/bert-sklearn.git 感谢作者。 模型最终测试集得分0.81，还有较大改进空间。可以当做一个baseline。

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

lstm-crf-pytorch

LSTM-CRF in PyTorch

EverydayWechat

微信助手：1.每日定时给好友（女友）发送定制消息。2.机器人自动回复好友。3.群助手功能（例如：查询垃圾分类、天气、日历、电影实时票房、快递物流、PM2.5等）

ImageClassificationKNN-Softmax-SVM

A simple image classification pipeline using KNN, Softmax and SVM

DEEP_NLP

LogisticRegression_Vectorized_Implementation

2019-sohu-algorithm-competition

2019搜狐内容识别算法大赛季军

2019-sohu-finals

:chicken:2019搜狐校园算法大赛。决赛解决方案ppt、实体lgb单模代码

LexiconNER

Lexicon-based Named Entity Recognition

nlp-project01-news-speech-extraction

A flask app for speech extraction of news with the application of `sentence embedding` and `pyltp`

babynames_classifier

pytorch implementation of LSTM + Self Attention for character level name classification

imdb-classification-gru

Implementation of IMDB sentiment classification by GRU with self-attention in PyTorch

ABSA-PyTorch

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

lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

leetcode

LeetCode Problems' Solutions

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

jupyters_and_slides

NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

cn-radical

提取中文的偏旁部首和拼音(一些生僻字的拼音没有补全,待优化)