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Looking a Finance related Project
(lemmy.zip)
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Some people say that HFT is about small optimizations and avoiding copies. You can do that if you have a deep knowledge of C++.
Or try something like QuantLib, it is a tradings' library that I used aeons ago in some stock market company. https://www.quantlib.org/
They have a book too https://www.quantlibguide.com/A%20taste%20of%20QuantLib.html and Python bindings.