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ai-edu

AI education materials for Chinese students, teachers and IT professionals.

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

awesome

:sunglasses: Curated list of awesome lists

awesome-bert

bert nlp papers, applications and github resources ， BERT 相关论文和 github 项目

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

compare

compare embedding

cs224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dl4mt-tutorial

dynet

Dynamic neural network library

elmoformanylangs

Pre-trained ELMo Representations for Many Languages

fastunfolding

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

hadan-gcloud

哈蛋 聊天机器人. Train for google cloud meachine learning msg.hayoou.com add 116705.

hdbscan

A high performance implementation of HDBSCAN clustering.

importance-sampling

Code for experiments regarding importance sampling for training neural networks

lab

A customisable 3D platform for agent-based AI research

libtlda

Library of transfer learning and domain adaptation classifiers.

ltp_data

mass

MASS: Masked Sequence to Sequence Pre-training for Language Generation

matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

natural-language-processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

ngram2vec

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP