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bert-as-service

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

bert-pytorch

BERT 源码阅读

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bidaf

Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi https://arxiv.org/abs/1611.01603

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

bimpm-pytorch

Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.

cail2019

相似案例匹配

cdqa

An End-To-End Closed Domain Question Answering System.

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chatbot

一个可以自己进行训练的中文聊天机器人， 根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chineseglue

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

chineseglue_pytorch

chineseGLUE baseline pytorch chineseGLUE的pytorch版本基线

chinesenlpcorpus

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

cnn-in-answer-selection

WikiQA，复现论文《APPLYING DEEP LEARNING TO ANSWER SELECTION: A STUDY AND AN OPEN TASK》

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In pytorch Learing Neural Networks likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

comparemodels_trecqa

Compare six baseline deep learning models on TrecQA

coursera-ml-andrewng

use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

coursera-ml-py

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

crawler

cs-book

计算机类常用电子书整理，并且附带下载链接，包括Java，Python，Linux，Go，C，C++，数据结构与算法，人工智能，计算机基础，面试，设计模式，数据库，前端等书籍

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

data

Castorini data

dataflowr

code for deep learning courses

deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

deep-learning-with-pytorch-a-60-minute-blitz-cn

PyTorch1.0 深度学习：60分钟入门与实战（Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习）