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Roy Huang's Projects

adam_qas icon adam_qas

ADAM - A Question Answering System. Inspired from IBM Watson

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

cdqa icon cdqa

An End-To-End Closed Domain Question Answering System.

chameleon_recsys icon chameleon_recsys

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

coursera_c2cpp icon coursera_c2cpp

Homework code of C++ For C Programmers on Coursera. The course website is https://class.coursera.org/cplusplus4c-002/class/index

cs231n icon cs231n

my assignment solutions for CS231n Convolutional Neural Networks for Visual Recognition

deepo icon deepo

Set up deep learning environment in a single command line.

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

gru4rec icon gru4rec

GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.

hgru4rec icon hgru4rec

Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"

mpc icon mpc

A software pipeline using the Model Predictive Control method to drive a car around a track in a simulator.

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