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Autonomous P2P Loan Optimization Agent

Table of Contents
  1. About The Project
  2. Setup
  3. Roadmap

About The Project

Cascade is an autonomous Peer-to-Peer (P2P) Loan Optimization Agent. It automates the process of purchasing loans on Prosper through its API. Cascade uses linear programming combined with machine learning to optimize a portfolio of loans, hands-free.

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Built With

  • Next.js
  • Deno
  • GLPK
  • TensorFlow
  • Danfo.js

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Setup

Backtesting

  1. Install all dependencies
  2. Get Prosper Data
  3. Navigate to /cascade/supabase/functions/backtest
  4. Run deno run --allow-all index.ts to start backtesting script

Frontend

  1. Install all dependencies
  2. Navigate to /cascade/cascade
  3. Run npm run dev

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Autonomous P2P Loan Optimization Agent

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