Hello all,
Last Sunday, we hosted the Brick by Brick Challenge Townhall, featuring insightful presentations from our organisers:
• Matt Amos: Shared the mission statement, the purpose of the challenge, details on data collection, and the processes behind the data, including background on BMS and Brick.
• Arian Prabowo: Discussed the dataset (statistics and splits), problem formulation, and benchmarking methods.
Missed the session? Watch the recording here: https://youtu.be/kYyIguY2Kso
Slide Deck: Download it here: 📹 Brick by Brick Challenge Townhall #1 Slides – Google Drive
Community Contribution Baseline: To help you ace Round 2, we’re excited to share a new baseline created by @saidinesh_pola. This baseline is built on tslib, an open-source toolkit that helps preprocess data following recommended methods, using a consistent 4-hour sampling approach. It includes a user-friendly Colab Notebook, making it easy to clone the repository, set up dependencies, and explore its tools. While the baseline is already effective, future updates could add new models, improve loss functions, and refine data preprocessing, though improving accuracy through preprocessing remains a challenge.
Have follow-up questions? Feel free to drop them in the comments below.
