daisyjack

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

sd-webui-EasyPhoto

📷 EasyPhoto | Your Smart AI Photo Generator.

OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

InceptionTime

InceptionTime: Finding AlexNet for Time Series Classification

UCR_Time_Series_Classification_Deep_Learning_Baseline

Fully Convlutional Neural Networks for state-of-the-art time series classification

cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

Chinese-Text-Classification-Pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

Pretrained-Language-Model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

Sentence-VAE

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

texar

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

adversarial-sentiment-classification

Adversarial attack on sentiment classification task.

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.

awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

gcn

Implementation of Graph Convolutional Networks in TensorFlow

powerful-gnns

How Powerful are Graph Neural Networks?

TensorFlow-Tutorials-Chinese

TensorFlow 中文教程 (Chinese Tutorials)

Graph-neural-networks

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)