Python Code Streamliner

Python Code Streamliner

Delivers concise Python code and interprets non-English comments

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General Info 📄

Author: talkingtochatbots.com - Profile
Privacy Policy: N/A
Last Updated: Jul 07, 2024
Share Recipient: marketplace
Tools used: python, browser

Additional Details

ID: 37000

Slug: python-code-streamliner

Created At:

Updated At: Nov 10, 2024

Prompt Starters 💡

Welcome Message:
  • 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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