keras-gcn

Keras implementation of Graph Convolutional Networks

lenet-keras

Implementation of LeNet-5 with keras

mutationinjectionframework

my-astnn

nlpir

preesee

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

pytorch_bilstmcrflabeler

recommendation-system-based-on-knowledge-graph-embedding

Recommendation system based on knowledge graph embedding

self-training

sentiment-analysis-on-imdb-dataset-using-pytorch

LSTM model for sentiment analysis

seqgan

shanghaipreesee

simple-transformerencoder-keras

A simple implementation of Transformer Encoder in keras. This repository also includes an example of Transformer as a classifier and its attention visualization

simpletransformers

Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel, sentence pair), Token Classification (NER), Question Answering, and Regression tasks. Built on top of the Hugging Face Transformer library.

simsiam

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

sourcerercc

Sourcerer's Code Clone project

srnn-srnn

tbcc

Transformer based networks over tree structures for code classification

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

textclassifier

Text classifier for Hierarchical Attention Networks for Document Classification

treebert

treegen

A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

treelstm.pytorch

Tree LSTM implementation in PyTorch

treelstmsentiment

Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks