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Zhenghui Wang's Projects

control-tasks icon control-tasks

Repository describing example random control tasks for designing and interpreting neural probes

deep-survey-text-classification icon deep-survey-text-classification

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

gcforest icon gcforest

Python implementation of deep forest method : gcForest

gcforest-1 icon gcforest-1

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

gpt-2 icon gpt-2

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

la-dtl icon la-dtl

The implementation of Label-aware Double Transfer Learning

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

mgbdt icon mgbdt

This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) .

mt-gbdt icon mt-gbdt

Multi-task gradient boosting decision tree

openne icon openne

An Open-Source Package for Network Embedding (NE)

speaker-pytorch icon speaker-pytorch

A PyTorch re-implementation of the persona-based neural conversation model proposed by Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan.

tf-dann icon tf-dann

Domain-Adversarial Neural Network in Tensorflow

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