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entity-linking-and-retrieval-tutorial

Entity Linking and Retrieval Tutorial

entitylinkinginqueries-elq

Entity Linking in Queries: Tasks and Evaluation

evententityextractor

Joint event and entity extractor

faiss

A library for efficient similarity search and clustering of dense vectors.

fast-layernorm-tf

Efficient layer normalization GPU kernel for Tensorflow

fast-style-transfer

TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼

fbcunn

Facebook's extensions to torch/cunn.

ffann

This is an easy to use minimal feed forward neural network library. Setup instructions are in the readme!

fieldedsdm

Fielded Sequential Dependence Model (code and runs)

flair

A very simple framework for state-of-the-art NLP

flavours-of-physics-start

Starter kit for flavour of physics challenge at Kaggle

flowqa

Implementation of conversational QA model: FlowQA (with slight improvement)

free-programming-books

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

front-end-developer-interview-questions

A list of helpful front-end related questions you can use to interview potential candidates, test yourself or completely ignore.

fudan_mtl_reviews

TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`

funnlp

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、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库。

fuzzywuzzy

Fuzzy String Matching in Python

galaxyzoo

Entry for GalaxyZoo challenge

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gan_public

Automatic feature engineering using Generative Adversarial Networks.

gan_theories

Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gbm

Gradient boosted models

gbt

Gradient Boosted Trees

gefcom2012

Write up and source code of entry to GEFCOM 2012

gflags

The gflags package contains a C++ library that implements commandline flags processing. It includes built-in support for standard types such as string and the ability to define flags in the source file in which they are used. Online documentation available at:

ggplot2-tutorial

Quick introduction to ggplot2 (no knowledge of R assumed)

github-cheat-sheet

A list of cool features of Git and GitHub.

glf_features_for_median_filtering_forensics

MATLAB Toolbox for GLF Features for Median Filtering Forensics