DL-Trader (Deep Learning • Paper & Live via E*TRADE)

A minimal, production-ready scaffold for a deep-learning trading bot that runs in:

• Paper mode (local JSON ledger; no real orders)
• Live mode via E*TRADE API (OAuth 1.0a; sandbox or production)

It supports multiple symbols, basic risk controls, and a one-flag switch between paper and real trading.

⚠️ Educational use only. Not investment advice. Always validate behavior in paper and sandbox before using real money.

---

Contents

• bot.py: trading loop, risk management, brokers
• train_model.py: trains the PriceLSTM used by the bot
• models/model.pt: saved PyTorch weights (produced by train_model.py)
• paper_ledger.json: created automatically in paper mode

---

Install

python -m venv .venv
source .venv/bin/activate           # Windows: .venv\Scripts\activate
pip install --upgrade pip
pip install torch numpy pandas scikit-learn requests yfinance