PCS v1 - Python Code Streamliner (deprecated)
Check the up-to-date version of the pre-prompt and context on 'Python Code Streamliner.' This is an early duplicate version I keep for A/B testing
- Ratings
- 5(1)
- Conversions
- 60+
- Author
- @talkingtochatbots.com
- Links
- Website https://talkingtochatbots.com
- Linkedinhttps://linkedin.com/in/davidgonzalezromero
- Githubhttps://github.com/reddgr
- Twitterhttps://twitter.com/dgromero
- Share this GPT
- Welcome message
- Hello! I'm here to streamline your Python code.
Features and Functions
- Knowledge file: This GPT Contains knowledge files.
- Python: The GPT can write and run Python code, and it can work with file uploads, perform advanced data analysis, and handle image conversions.
- Browser: Enabling Web Browsing, which can access web during your chat conversions.
- File attachments: You can upload files to this GPT.
Conversion 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
PCS v1 - Python Code Streamliner (deprecated) conversion historical statistics
PCS v1 - Python Code Streamliner (deprecated) showcase and sample chats
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