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ANN2026-HW2-Challenge
iaaronlau/ANN2026-HW2-Challenge
ANN2026-HW2-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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At a glance
- Task
- Time Series Forecasting
- Library
- pytorch
- License
- mit
- Access
- Public
- Created
- Mar 5, 2026
- Updated
- Mar 5, 2026
- SHA
- e54d4fb1
Model card
From the Hugging Face model README
ANN-2026 HW2 Challenge Model
Task
Forecast MSFT close price from a 24-day window of 20 related stock time series.
Parameter Budget
- Baseline params: 10,273
- Challenge params: 7,089
- Budget satisfied: True
Final Metrics (raw-price MSE)
- Baseline test MSE: 103.4796
- Challenge test MSE: 88.6939
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
- Mar 5, 2026
- Updated
- Mar 5, 2026