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chores: refactor for the new ai research, add linter, gh action, etc

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## ai agents
## some machine learning history
<br>
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<br>
* **[cursor ai editor](https://www.cursor.com/)**
* **[microsoft notes on ai agents](https://github.com/microsoft/generative-ai-for-beginners/tree/main/17-ai-agents)**
* **[google's jax (composable transformations of numpy programs)](https://github.com/google/jax)**
* **[machine learning engineering open book](https://github.com/stas00/ml-engineering)**
* **[advances in financial machine learning](books/advances_in_financial_machine_learning.pdf)**