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2018-daguan-competition-rank4

2018年"达观杯"文本智能处理挑战赛-长文本分类：季军 (4st/3131)

ai_challenger_2018

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

attention-mechanisms-paper

注意力机制on自然语言处理文章整理笔记

attribute_charge

The source code of our COLING'18 paper "Few-Shot Charge Prediction with Discriminative Legal Attributes".

autoencoding_vi_for_topic_models

Tensorflow implementation for prodLDA and NVLDA.

awesome-sentence-embedding

A curated list of pretrained sentence(and word) embedding models

bert

TensorFlow code and pre-trained models for BERT

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

cail2019

ccf-aiia-vocabularymining

2018-“AIIA”杯-国家电网-电力专业领域词汇挖掘：5st/451

chinese-poetry

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。

chinese_poem_generator

唐诗、宋词生成器，有详细说明

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

compare

compare embedding

contextualdecomposition

Demo for method introduced in "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs"

cwe

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deeplearning-500-questions

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17个章节，20多万字。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

deeplearningbook-chinese

Deep Learning Book Chinese Translation

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认可

dmlabx.github.io

doc2vec

C++ implement of Tomas Mikolov's word/document embedding

familia

A Toolkit for Chinese Topic Modeling

fasttext

Library for fast text representation and 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&零件词库、时间抽取、连续英文切割、中文词向量大全、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。

gensim

Topic Modelling for Humans

glove

GloVe model for distributed word representation

gluon-tutorials-zh

通过MXNet/Gluon来动手学习深度学习