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DeepMM

DeepMM (Deep dive Market Making) module is a Python package for backtesting, analysing and optimizing trading strategies. It includes a number of pre-implemented strategies, but it is also possible to create new strategies, as well as to combine them.

Model we tried

We tried out a variety of different strategies and market making around the midprice:

  • Avellaneda-Stoikov Market Making Model. This model allowed us to adjust for inventory and volatility in a much more profitable way. Refer src/strategy/market_making.py

Getting started

For detailed user guides and advanced guides, please refer to our documentation:

We also provide the experiment on colab

References

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Deep Dive Market Making

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