NLPScott

bert中文分类实践

document

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

深度学习入门教程, 优秀文章, Deep Learning Tutorial

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

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:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

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🦜🔗 Build context-aware reasoning applications

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这是我学习一个NLP教程【2019最新AI 自然语言处理之深度机器学习顶级项目实战课程】做的笔记与代码

文本相似度计算／文本匹配

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

Unsupervised Data Augmentation (UDA)

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

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test_ssh

Data augmentation for NLP

Some meaningless nscripter tools.

(arXiv:1509.06664) Reasoning about Entailment with Neural Attention.

Must-read Papers on pre-trained language models.

skill tree of lancezhange

Lime: Explaining the predictions of any machine learning classifier

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

A curated list of awesome resources about Recommender Systems.

Oracle Java Binaries

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

Get Similar Chinese Words and Sentences

PyTorch implementation of Tensorflow's Wide and Deep Algorithm

The most important NLP highlights of 2018 (PDF Report)

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

A natural language modeling framework based on PyTorch

FAQ-based Question Answering System

Open Source Neural Machine Translation in PyTorch

TensorFlow code and pre-trained models for BERT

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

[2017知乎看山杯 多标签 文本分类] ye组(第六名) 解题方案

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中华新华字典数据库。包括歇后语，成语，词语，汉字。提供新华字典API。

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.

LSTM-CRF in PyTorch

PyTorch tutorials demonstrating modern techniques with readable code

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

Linux kernel source tree

数据挖掘，参加Kaggle的一个预测广告点击率的竞赛

Experimental Data

词向量可视化工具

知乎专栏源码

Solutions of assignments and translation to Chinese

triplets extraction based on tagging scheme

Knowledge Base Embedding

Java API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.

这是一个tensorflow使用的样例，改自于https://guillaumegenthial.github.io/sequence-tagging-with-tensorflow.html

Notes and experiments to understand deep learning concepts

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Neural Relation Extraction implemented with LSTM in TensorFlow

word2vec java版本的一个实现

Java Evaluator API for PMML

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

A Package of Keyphrase Extraction and Social Tag Suggestion

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a test

scikit-learn: machine learning in Python

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换

Modify the GibbsLDA++ and use perplexity to evaluate the topic model.

Language Technology Platform

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

Machine learning resources，including algorithm, paper, dataset, example and so on.

An implementation of Hidden Markov Models in Java

Jcseg是基于mmseg算法的一个轻量级开源中文分词器，同时集成了关键字提取，关键短语提取，关键句子提取和文章自动摘要等功能，并且提供了最新版本的lucene, solr, elasticsearch的分词接口。

北京知识图谱学习小组

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

Neo4j-based recommendation engine module with real-time and pre-computed recommendations.

Baidu Baike Knowledge base

Machine Learning for Humans

An effective C/C++ compute frame

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带有详细注释的 Redis 2.6 源码

A List of Recommender Systems and Resources

A project for conversion between Traditional and Simplified Chinese

复旦的中文自然语言工具包

MinorThird is a collection of Java classes for storing text, annotating text, and learning to extract entities and categorize text.

SVN test

Entity Linking and Retrieval Tutorial

这个项目是一个基本包.封装了大多数nlp项目中常用工具

本项目为《程序员编程艺术 — 面试和算法心得》一书的电子初稿，完整版请见14年10月初上市的纸质版

Gibbs sampler 4 the Hierarchical Dirichlet Process

tyccl(同义词词林) is a ruby gem that provides friendly functions to analyse similarity between Chinese Words.

Microblog-hLDA

A Java library that implements several algorithms that calculate similarity between strings.

the algorithm seminar of tcse 2012

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test

我记录框架 & 我记录网站综合系统