Trading Bot

Features (WIP)

• Fetch news from News API
• Fetch stock data from Polygon
• Live and paper stock trading with Alpaca
• Live crypto trading with Binance

Note: Functionality requires setting up API keys with corresponding services. Polygon API key is provided by Alpaca.

Getting Started

This repository is divided into the following sections:

• adhoc: Useful ad hoc scripts and experiments
• dash: UI for visualizing trades and account balances
• jobs: Periodically scheduled jobs
• lib: Shared Go libraries
• quant: Machine learning models and trading strategies
• trader: Backend server for UI and makes periodic trades
• traderdb: Database containing financial, ML and user info

This directory will be referred to by the TRADING_BOT_REPO environment variable.

Technologies

• Go 1.15
• Node 14
• PostgreSQL 12
• Python 3.8
• React 16.13
• TensorFlow 2
• Terraform 0.14
• Yarn 1.21