homemade-machine-learning
AlgorithmicTrading
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| homemade-machine-learning | AlgorithmicTrading | |
|---|---|---|
| 7 | 43 | |
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| - | - | |
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| MIT License | MIT License |
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homemade-machine-learning
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✨ 5 Best GitHub Repositories to Learn Machine Learning in 2022 for Free 💯
4️⃣ Homemade Machine Learning
AlgorithmicTrading
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I made a Finance Database with over 180.000 tickers to make Investment Decisions easier
Also, the database provides ticker info which can still be used in any occasion of algo trading. Most of the techniques (statistical arbitrage, pairs trading, options arbitrage) do not require much else (see this)
What are some alternatives?
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
poe-currency-flip-planner - This tool is an attempt at planning short-term arbitrage deals of currency in Path of Exile.
wordle-solver - For educational purposes, a simple script that assists in solving the word game Wordle.
FinanceDatabase - This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
PyPortfolioOpt - Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
rmi - A learned index structure
PyImpetus - PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features
hdbscan - A high performance implementation of HDBSCAN clustering.
PythonRobotics - Python sample codes for robotics algorithms.
FundamentalAnalysis - Fully-fledged Fundamental Analysis package capable of collecting 20 years of Company Profiles, Financial Statements, Ratios and Stock Data of 20.000+ companies.
CFDPython - A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
raku-jupyter-kernel - Raku Kernel for Jupyter/IPython notebooks