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Datasets:
JamesBedichek
/
stock-prediction-data

Tasks:
Tabular Regression
Tabular Classification
Size:
10B<n<100B
Tags:
finance
stocks
time-series
trading
License:
Dataset card Files
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Stock Prediction Dataset

This dataset contains preprocessed stock market data for training stock return prediction models.

Contents

  • data/all_complete_dataset.h5 - Main features dataset (HDF5)

    • ~4000 stocks
    • 20+ years of daily data
    • Technical indicators, fundamentals, news sentiment

  • data/actual_prices.h5 - Price data for backtesting

    • Split-adjusted close prices

  • checkpoints/walk_forward/ - Pre-trained model checkpoints

    • 6-fold walk-forward validated models
    • Transformer-based architecture

Usage 

from huggingface_hub import hf_hub_download

# Download the main dataset
hf_hub_download(
    repo_id="JamesBedichek/stock-prediction-data",
    filename="data/all_complete_dataset.h5",
    repo_type="dataset",
    local_dir="."
)

Or use the provided download script:

python scripts/download_data.py --repo-id JamesBedichek/stock-prediction-data

License

MIT
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