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EMERITUS: MID-TERM HOMEWORK OF INTRODUCTION TO COMPUTER SCIENCE

0. Report

Please visit https://ml.qizy.tech/wp-content/uploads/2018/11/EMERITUS.pdf for full report. https://ml.qizy.tech/wp-content/uploads/2018/11/EMERITUS_preview.png

1. TL;DR.

1.0 Before training

View common.py and make sure the basic setting of this project fits to your wish.

1.1 Get training data

make get data

1.2 Start training

make train

1.3 Start tensorboard

make tb

1.4 Testing your models

make eval

2. Structure of this project

  • Hyper-parameters are stored in common.py.
  • The model itself is defined in model.py.
  • Modules to construct training data are in daatset.py.
  • The evaluation module is define in tester.py.
  • The training function is stored in train.py.
  • Other functions are store in utils.py.

3. Further Questions

Kindly contact Yong Zhengqi.