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fasttext.py

A Python interface for Facebook fastText

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

fots

An Implementation of the FOTS: Fast Oriented Text Spotting with a Unified Network

fots.pytorch

FOTS Pytorch Implementation

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

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、NLP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。

gan

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

gcae

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gensim

Topic Modelling for Humans

github1s

One second to read GitHub code with VS Code.

glad

Global-Locally Self-Attentive Dialogue State Tracker

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

go-bandit

Multi-Armed Bandit (MAB) algorithm implementation in go

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt2-summary

基于GPT2的中文摘要生成模型

graph-learn

graph-learn

graphembedding

Implementation and experiments of graph embedding algorithms.

graphlite

embedded graph datastore

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

graphsage

Representation learning on large graphs using stochastic graph convolutions.

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

groundhog

Library for implementing RNNs with Theano

gt-linalg

Interactive Linear Algebra, free online textbook at Georgia Tech

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

hbaseandelasticsearch

监控HBase以及ElasticSearch每天数据增长量

hft-cnn

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

high_performance_python

Code for the book "High Performance Python" by Micha Gorelick and Ian Ozsvald with OReilly