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Data Generative Process
1 min readHow to implement an ARIMA in Python
Learn how to implement an ARIMA model in Python using the statsmodels library by defining model parameters, fitting the model, and making predictions with the fitted model.
4/1/2023Read More
Black-Scholes
1 min readHow to compute the Black Scholes model in Python
Compute Black-Scholes option pricing model in Python using numpy and scipy.stats.norm, formula calculates price of European call or put option based on inputs of underlying asset price, strike price, time to expiration, risk-free rate, volatility, and option type
3/28/2023Read More
RSI
2 min readCalculating the Relative Strength Index (RSI) in Python: A Comprehensive Guide
Calculate RSI using numpy library by finding positive price changes, negative price changes, average gain/loss over n periods, relative strength, and final RSI value. Default period is 14. Call rsi(prices) with close price data series.
3/24/2023Read More
Fundamentals
1 min readHow to get Bitcoin prices from the web in Python
Learn how to use the ccxt library and the requests library in Python to easily access real-time Bitcoin prices from various exchanges on the web.
2/11/2023Read More
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