Introduction

• document_classifition

  • Implementation for Convolutional Neural Networks for Sentence Classification of Kim (2014) with PyTorch and Torchtext.

• image_classifition

  • Implementation for Predicting Unit-Test Scores for Graphic Representations of Simple Computer Programs of Richard Davis (2017) with PyTorch.

• graph_classification

  • Implementation for Hybrid Estimation for Open-Ended Questions with Early-Age Students' Block-Based Programming Answers of Hao Wu with PyTorch.