chores: refactor for the new ai research, add linter, gh action, etc (#27)

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Marina von Steinkirch, PhD 2025-08-13 21:49:46 +08:00 committed by von-steinkirch
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* **net pnl (net profit and loss):** how much money an algorithm makes (positive) or loses (negative) over some period, minus trading fees
* **net pnl (net profit and loss):** how much money an algorithm makes (positive) or loses (negative) over some period,
minus trading fees
* **alpha nad beta**
* **shape ratio:** the excess return per unit of risk you are taking (return on capital over the standard deviation adjusted for risk; the higher the better).
* **maximum drawdown:** maximum difference between a local maximum and a subsequent local minimum as an another measure of risk.
* **value at risk (var):** how much capital you may lose over a given time frame with some probability, assumong normal market conditions.
* **shape ratio:** the excess return per unit of risk you are taking (return on capital over the standard deviation
adjusted for risk; the higher the better).
* **maximum drawdown:** maximum difference between a local maximum and a subsequent local minimum as an another measure
of risk.
* **value at risk (var):** how much capital you may lose over a given time frame with some probability, assumong normal
market conditions.