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dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

dl-nlp-readings

My Reading Lists of Deep Learning and Natural Language Processing

dl4g

Example code for the Siggraph Asia Tutorial CreativeAI

douban_movies_analysic

基于豆瓣电影数

dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

dpmm

Dirichlet process mixture model.

dpmm-1

Variational inference for Dirichlet process mixture models with multinomial mixture components.

dpmm-2

dirichlet process mixture model, using gibbs sampling

dpmm-3

Dirichlet Process Mixture Models

dpmm-clustering

Java implementation of Dirichlet Process Mixture Model.

dpmm_and_tsdpmm

A Java implementation of DPMM and an improved version TSDPMM by incorporating prior topic knowledge

dpmm_gibbs

Collapsed Gibbs sampler for DPMM

draw_experiment_curves

encoder_decoder

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

enterprise-registration-data-of-chinese-mainland

**大陆 31 个省份1978 年至 2019 年一千多万工商企业注册信息，包含企业名称、注册地址、统一社会信用代码、地区、注册日期、经营范围、法人代表、注册资金、企业类型等详细资料。This repository is an dataset of over 10,000,000 enterprise registration data of 31 provinces in Chinese mainland from 1978 to 2019.【工商大数据】、【企业信息】、【enterprise registration data】。

ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

ernie-1

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

esim-response-selection

ESIM for Multi-turn Response Selection Task

examples

TensorFlow examples

fact_triple_extraction

使用句法依存分析抽取事实三元组

fashion-detection

Fashion Detection in the Wild (Deep Clothes Detector)

feature-engineering-book

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

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

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gather-tensorflow-serving

Gathers how to deploy tensorflow models using nginx, hadoop, kafka, flask, gunicorn, socketio, docker swarm, luigi spotify, airflow, celery and so much more!

gibbs-sampling

Gibbs采样分布式算法实现。

glove

GloVe model for distributed word representation

glyce

Glyce: Glyph-vectors for Chinese Character Representations

gnes

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

google-machine-learning-crash-course

谷歌机器学习速成课程（招式）+机器学习术语表（口诀）+机器学习规则（心得）+机器学习中的常识性问题 （内功）。该资源适用于机器学习、深度学习以及TensorFlow研究人员参考！