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LTC-fintech-project-1

Luke, Tim, and Case Financial Enterprises

The LTC Portfolio Optimizer

Luke, Tim, and Case

Description

An application to input potential crypto/stock investments and see historical data and projections of future the performance of your selected investments and weights.

Research Questions to Answer

  • Inputs/outputs
  • Data sources to use
  • Web interface/input options

Datasets to be used

  • Coinbase API
  • Alpaca API
  • Covalent HQ

Tasks

  • Create python analysis function
    • Takes a dictionary of tickers and weights
    • Runs analysis
    • Returns min/max monte carlo
    • Use PyScript to display visualizations

Installation and use

To run the python algorithms directly you can use the CovalentapiV2.ipynb file for Crypto, and MonteCarloStocks/PythonClassMonteCarlo.ipynb file for Stocks

For running the web-based interface, you must navigate to /portfolio-optimizer and follow the README at that directory.

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