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  1. astro-ml astro-ml Public

    Astrophysical Machine Learning is a library that applies machine learning techniques to accretion discs.

    Python 1

  2. implied-volatility-surface implied-volatility-surface Public

    Using polynomial regression (Dumas, Fleming and Whaley 1996) to estimate the implied deterministic volatility function of options on the Deribit crypto options and futures exchange

    Python 2

  3. MachineLearningBitcoin MachineLearningBitcoin Public

    A linear regression model to forecast Bitcoin returns using on-chain data as the features.

    Python 2

  4. ForecastingVolatility ForecastingVolatility Public

    Comparing the performance of the GARCH(1,1) model and historical volatility, close-to-close volatility, Parkinson volatility, Garman-Klass volatility and Rogers-Satchell volatility in the rolling w…

    Python 6 5