ML-Final-Project

Tabular Playground Series - Aug 2022

Reproducing Submission

1. Clone this repository.
2. Download the pre-train model
3. Requirements: (Already included in .ipynb)

%pip install pandas
%pip install numpy
%pip install -U scikit-learn

4. Run 109550027_Final_inference.ipynb.
5. The submission.csv will be store in the directory.
6. The result: 0.59021 on private score in Kaggle competition

Training process

1. Clone this repository.
2. Requirements: (Already included in .ipynb)

%pip install pandas
%pip install numpy
%pip install -U scikit-learn

3. Run 109550027_Final_train.ipynb.
4. The trainmodel{epoch}.pt will be store in the directory.
5. Change "PATH" variable to <MODEL_DIR> in 109550027_Final_inference.ipynb.
6. Run 109550027_Final_inference.ipynb.
7. Get your own result in submission.csv.