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ANN2026-HW3-Challenge
iaaronlau/ANN2026-HW3-Challenge
ANN2026-HW3-Challenge is a time series forecasting model from iaaronlau. Use it for the time series forecasting task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as mit.
Forecast MSFT close price from a 24-day window of 20 related stock time series.
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Public
Updated Apr 7, 2026
Repo size
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.ckpt1.1 MB · 84%
At a glance
- Task
- Time Series Forecasting
- Library
- pytorch
- License
- mit
- Access
- Public
- Created
- Apr 7, 2026
- Updated
- Apr 7, 2026
- SHA
- 13ad8905
Model card
From the Hugging Face model README
ANN-2026 HW3 Challenge Model
Task
Forecast MSFT close price from a 24-day window of 20 related stock time series.
Parameter Budget
- Previously constructed model: HW3 LSTM (in hw3.ipynb)
- Previous model params: 57,537
- Challenge params: 21,697
- Budget satisfied: True
Final Metrics (raw-price MSE)
- Challenge test MSE: 79.9380
Notes
Training logs are included under logs/ and full run metadata is in challenge_results.json.
- Task
- Time Series Forecasting
- Library
- pytorch
- License
- mit
- Created
- Apr 7, 2026
- Updated
- Apr 7, 2026