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Lei Sang's Projects

deepqa icon deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

deeprobust icon deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

dl-setup icon dl-setup

Instructions for setting up the software on your deep learning machine

dl4nlp icon dl4nlp

Deep Learning for NLP resources

dtm icon dtm

This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

emdl icon emdl

Embedded and mobile deep learning research resources

fasttext icon fasttext

Library for fast text representation and classification.

fnlp icon fnlp

中文自然语言处理工具包 Toolkit for Chinese natural language processing

gaussian-lda-word2vec icon gaussian-lda-word2vec

LDA topic modeling with word2vec using gaussian topic distributions for infinite vocabulary

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

gib icon gib

Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

gpudmm icon gpudmm

Topic Modeling for Short Texts with Auxiliary Word Embeddings

graphgym icon graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

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