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learnfinance-models-lstm
hajirazin/learnfinance-models-lstm
learnfinance-models-lstm is a machine learning model from hajirazin. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
LSTM model for predicting weekly stock returns.
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At a glance
- Access
- Public
- Created
- Jan 9, 2026
- Updated
- Jul 25, 2026
- SHA
- b18b6122
Model card
From the Hugging Face model README
LearnFinance LSTM Model - v2026-07-24-647ea59d8c1b
LSTM model for predicting weekly stock returns.
Model Details
- Version: v2026-07-24-647ea59d8c1b
- Training Window: 2016-01-01 to 2026-07-24
- Symbols: 430 stocks
Metrics
- Train Loss: 0.0004098911056664693
- Validation Loss: 0.0005003655104239096
- Baseline Loss: 0.0005636129062622786
Usage
from brain_api.storage.lstm.huggingface import HuggingFaceModelStorage
from brain_api.storage.lstm.local import LSTMHalalNewModelStorage
storage = HuggingFaceModelStorage(
repo_id="hajirazin/learnfinance-models-lstm",
local_cache=LSTMHalalNewModelStorage(),
)
artifacts = storage.download_model(version="v2026-07-24-647ea59d8c1b")
- Created
- Jan 9, 2026
- Updated
- Jul 25, 2026