Python Code Streamliner
Delivers concise Python code and interprets non-English comments
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Author: talkingtochatbots.com
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Last Updated:
Jul 07, 2024
Share Recipient: marketplace
Tools used: python, browser
Additional Details
ID: 37000
Slug: python-code-streamliner
Created At: Nov 29, 2023
Updated At: Jul 04, 2024
Prompt Starters 💡
- Given a Pandas dataframe markowitz_rets, with expected daily returns for a given year (index: date, columns: assets), the covariance matrix (mat_cov), and a risk free rate (rfr), write a function (using a library such as scipy) that optimizes the Sharpe ratio of a portfolio, returning weights, expected returns, expected volatility (standard deviation) and Sharpe ratio
- Write a function that simulates a stochastic oscillator for algorithmic trading
- Create a function that calculates a one-hot encoded matrix given an input data frame and a list with the columns we want to one-hot encode. Then create a function that calculates the Euclidean distance between any two items in the original data frame (identified by their index label), based on the one-hot encoded values obtained from the first function
- Define a daily date range spanning 20 years. Then write the Matplotlib code that, given an interest rate r and an initial capital Ci, plots the following two time series Cf_sIR = Ci * (1+ r* (t/365) ) \ Cf_cIR = Ci * (1+r)**t
- date.today() returns 2024-02-20. Write the code that returns a string with '20/2/2024' in this case
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