COVID19 Cases Prediction (Regression)
COVID19 Cases Prediction (Regression)
Objectives
- 使用深度神经网络(DNN)解决回归(regression)问题;
- 了解基本的DNN训练技巧(hyper-parameter tuning, feature selection, regularization, …);
- 熟悉Pytorch。
Task Description
根据美国某州过去几天的调查结果,预测最后一天新增检测阳性病例的百分比。
思路&Code
【2021版本】双过Stong Baseline:
https://github.com/Aaricis/Hung-yi-Lee-ML2021/blob/main/ML2021_HW1.ipynb
【2022版本】双过Boss Baseline:
https://github.com/Aaricis/Hung-yi-Lee-ML2022/blob/main/ML2022Spring_HW1_Boss.ipynb
参考资料
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