hajirazin/learnfinance-models-lstm

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")