hajirazin/learnfinance-models-lstm

LearnFinance LSTM Model - v2026-06-26-7f381d5b3f87

LSTM model for predicting weekly stock returns.

Model Details

• Version: v2026-06-26-7f381d5b3f87
• Training Window: 2016-01-01 to 2026-06-26
• Symbols: 430 stocks

Metrics

• Train Loss: 0.00041060295728064254
• Validation Loss: 0.0005010663391380981
• Baseline Loss: 0.0005626760539598763

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="v2026-06-26-7f381d5b3f87")