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allennlp

An open-source NLP research library, built on PyTorch.

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)

cnn-text-from-scratch

Keras implementation of the paper 'Text Understanding from Scratch'

deep_q_network-on-chrome-dino-jump

use the reinforce learning model deep Q network to train a agent to play the chrome dino

elmoformanylangs

eyeballs-movement-detection-using-eeg

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gpt-2

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

gpt2

An implementation of training for GPT2, supports TPUs

hdr_video

image_captioning

severless image caption web application

imagebay_on_single_ec2_instance

Local version of web application called ImageBay.

kaggle-data-prediction

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM

leetcode_python3

solution for Leetcode using python3

models

Models and examples built with TensorFlow

opennmt-py

Open Source Neural Machine Translation in PyTorch

paperrobot

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

reinforence-learning-topic

rl_dinosaur_game

sentiment-analysis-on-twitter-post

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

var_bias_tradeoff-in-logisitic-regression

showing the bias_variance tradeoff in logistic regression using sklearning and tensorflow

web_application_imagebay_with_load_balancer_and_managerui

ImageBay web application using AWS could based on Flask framework

weight-normalization

Complete implementation of Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks article