SeanLee97/nlp_learning

This repository has been archived on 21/Jun/2022
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SeanLee97/nlp_learning

SeanLee97

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结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD

/ NLP Learning /

结合python学习自然语言处理

目录

论文实现

QANet
bimpm

xmnlp

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能

AnglE

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

QANet_dureader

QANet+DuReader中文机器阅读理解

TripleIE

依存句法实现关系三元组的自动抽取

short-text-classification

SVM, FastText, TextCNN, BiGRU, CNN-BiGRU在短分本分类上的对比

Jupyter Notebook

datastruct_and_algorithms

python/c++实现常用算法（数据结构，搜索，排序，动态规划...）

clfzoo

A deep text classifiers library.

llano

Let ChatGPT (Large Language Models) Serve As Data Annotator and Zero-shot/few-shot Information Extractor.

nnclf

神经网络分类器，PyTorch实现

chinese_reading_comprehension

实现了Attention-over-Attention Neural Networks for Reading Comprehension

generate-lyrics-using-PyTorch

use RNN to generate chinese lyrics

simnet

基于numpy实现的简单神经网络框架

duReader_pytorch

基于duReader的阅读理解

titanic_disaster

数据分析实战 kaggle titanic disaster。使用了RandomForestRegressor来预测缺失值，RandomForestClassifier来分类

Jupyter Notebook

rnn-attention-classifier

tensorflow 实现RNN+Attention文本分类

LanguageDetect.jl

Port of Google's language-detection library to Julia.

LL1-Parser

A simple LL1 compiler.

datacleaner

datacleaner, python数据清洗

xiaoming

a seq2seq + attention chatbot

simple_svm

python 实现svm

BertWordPieceTokenizer.jl

WordPiece Tokenizer for BERT models.

artf

a lightweight tensorflow library.

bimpm

Implement the model of bimpm (Bilateral Multi-Perspective Matching for Natural Language Sentences)

SeanLee97

Config files for my GitHub profile.

my_profile

module-weather

小模块： python 获取 http://weather.com.cn/ 的天气数据

xmnlp-extend

xmnlp的扩充，支持基于DeepNLP的依存句法分析、命名实体识别等

word2vec-test

usage of word2vec