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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

angry-ducks

A speech sentiment text recorder for improve communication by Flask, GCP, Javascript

bert

TensorFlow code and pre-trained models for BERT

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

chinese-correct

中文纠错

chineseglue

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

chinesenre

中文实体关系抽取，pytorch，bilstm+attention

clue

中文任务基准测评 datasets, baselines, pre-trained models, corpus and leaderboard

cn-text-classifier

中文文本聚类

data_augment

NLP的数据增强Demo

demo

大概是实习的时候太无聊了，写了一个吾皇万睡的界面。

doudizhu

html5 斗地主游戏

fasttext

Library for fast text representation and classification.

gpt2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

learn_tensorflow_nlp

matchzoo-py

Facilitating the design, comparison and sharing of deep text matching models.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

nlp-beginner

NLP上手教程

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_ner_rnn_keras

NLP_NER_RNN_Keras

nlp_paper_study

研读顶会论文，复现论文相关代码

nlper-interview

该仓库主要记录 NLP 算法工程师相关的面试题

nnlm

简单实现NNLM

pycorrector

pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.

python-100-days

Python - 100天从新手到大师

python_ml_platform

基于python实现模型的加载