This baseline toolkit has been designed to help you improve your submission for Round 2 of the Brick-by-Brick Challenge.
Getting Started
The baseline is built on the open-source library tslib. Follow these steps to get started:
-
Clone the Repository: Clone the baseline repository.
-
Install Required Dependencies: Set up the necessary dependencies using the instructions in the repository.
-
Review the README: The README file contains a comprehensive guide on using the toolkit, including details on its features and submission workflow.
-
Use the Colab Notebook: The Colab Notebook offers step-by-step instructions to help you explore the toolkit and prepare your submissions.
Key Features
-
Preprocessing Pipeline
The baseline enables you to preprocess your data using the 4-hour sampling method. -
Extensibility for Future Enhancements
The toolkit is a foundation that participants can build upon. Some potential improvements include:- Adding new models to expand capabilities.
- Enhancing loss functions for better optimisation.
- Leveraging the hierarchical structure of classes to improve inference efficiency.
- Refining preprocessing techniques.
Have more questions? Drop them in the comment below.
All the best!