Training data generation.

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See [docs/README.md](docs/README.md) for the initial architecture notes and decision log.
The first data collection design note is [docs/data-fetcher.md](docs/data-fetcher.md).
The first data collection design note is [docs/data-fetcher.md](docs/data-fetcher.md), and the first training dataset contract is [docs/training-dataset.md](docs/training-dataset.md).
The first dataset generation notebook is [notebooks/spy_direction_dataset.ipynb](notebooks/spy_direction_dataset.ipynb).
Manual test instructions for the IBKR fetcher skeleton are in [docs/manual-test/README.md](docs/manual-test/README.md).