jueqingsizhe66 / kaggles

Some kaggles

Kaggles

This repository use colab to create some simple jupyter notebook to do the basic prediction for kaggle. If you want to check or edit the jupyter notebook, I recommand you to click the button of Open in colab.

So that you can edit and run the jupyter notebook and even save to your own colab.

Summary

House-price

• Data: House Prices: Advanced Regression Techniques
• Problem: Regression
• Tools:
  • pycaret

Titanic

• Data: Titanic: Machine Learning from Disaster
• Problem: Binary classification
• Tools:
  • Scikit-learn
  • Xgboost

Plant-seedlings-classification

• Data: Plant Seedlings Classification
• Problem: Image classification
• Tools:
  • TensorFlow
  • Transfer Learning

Kaggle API Setup

Kaggle API is able to let us download the kaggle competition data and upload the competition.

1. Create API Token

Go to your kaggle account and click Create New API Token then you will get a kaggle.json file.

2. I agree on the competition

Join the competition that you want to play with before you use the API.

3. Upload the kaggle.json on the colab cell

Upload your kaggle.json to the colab environment