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This Python code implements a cryptocurrency market-making bot using Binance API, featuring an LSTM-based price prediction model and dynamic order placement. It includes risk management, backtesting, real-time data visualization with Dash, and technical indicators for trading decisions.

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Market making bot (prototype, 2025)

This is a learning project from early 2025, not a live trading system. The later commit only adds a package skeleton. The dashboard described below was never built. Do not point real Binance keys at it.

Features

  • Real-time Binance WebSocket data
  • LSTM + Technical Indicators for price prediction
  • Dynamic spread & inventory skewing
  • Professional risk & order management
  • Modern Dash / Streamlit UI (coming in v2)

Quick Start

pip install -e .
cp .env.example .env
# Edit .env with your keys
python -m market_maker.scripts.run_bot

Structure

See docs/architecture.md

About

This Python code implements a cryptocurrency market-making bot using Binance API, featuring an LSTM-based price prediction model and dynamic order placement. It includes risk management, backtesting, real-time data visualization with Dash, and technical indicators for trading decisions.

Resources

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1 star

Watchers

1 watching

Forks

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