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Trading Resources

Twitter Accounts to Follow

Recommended Books and Codes

  1. Algorithmic and High-Frequency Trading by José Penalva. Build strategies with Stochastic processes.
  2. Market-Microstructure-Models
  3. machine-learning-asset-management

Informative Websites and Blogs

  • QuantStart - A blog covering various aspects of algorithmic trading.
  • hudson_thames - A blog providing strategies building and backtest results.

Trading Platforms and Backtest Tools

  • Hummingbot: Open-source software for creating and deploying high-frequency crypto trading bots. They've recently developed a new dashboard that looks beautiful.
  • Nautilus Trader: A high-performance algorithmic trading platform and event-driven backtester. I use this for my middle-frequency strategies building.

GitHub Resources

  • QuantConnect: Open-sourced research notebooks by the QuantConnect team. Provides ideas for building strategies.
  • Quantopian: Quantitative research and educational materials.
  • hftbacktest: A high-frequency trading and market-making backtesting tool accounting for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books. Provides examples of market-making strategies.
  • ReadyTraderGo: Submission for Optiver's 2023 ReadyTraderGo. Examples for market making.
  • AmazingQuant: Strategies performance analysis for multi-factor strategies (annotated in Chinese).
  • lob-cnn-trader: Limit Order Book Convolutional Neural Network trading bot.
  • HFformerV2: Using Transformer for building HFT strategies.
  • PINstimation: A comprehensive bundle of utilities for the estimation of the probability of informed trading models.
  • deephedging: Implementation of the vanilla Deep Hedging engine.
  • TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning.