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adamDhalla/README.md

👋 Hi, I’m @adamDhalla

I'm interested in seeing how machine learning, algorithms, and computer science can be applied to model natural and biological systems. I'm currently a high school sophomore, and I've been interested in nature for nearly a decade. My interest in computer science is newer, and I started programming in early 2020, and with that, began to take an interest in abstract mathematics, machine learning, and artificial intelligence.

My website is adamdhalla.com, but I write often (about algorithms, mathematics, and nature) here:. I also recently filmed and published a complete, five hour "course" on all the mathematics behind neural networks and specifically backpropagation. That's here:.

You can reach me at [email protected].

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  1. balance-chemical-equations balance-chemical-equations Public

    A rough but functional way to balance chemical equations that do NOT undergo polyatomic decomposition (polyatomics must be in same groups on left hand side and right hand side)

    Python 3 2

  2. genetic-algorithm genetic-algorithm Public

    Using a classic Genetic Algorithm to find a solution to the N-Queens problem. This one is specifically modified to be for the 8-queens problem.

    Python 1

  3. multinomial-naive-bayes multinomial-naive-bayes Public

    A homemade Naive-Bayes classifier that uses the multinomial probability distribution. Performs 5% better than the sk-learn Naive-Bayes on the Kaggle Titanic Competition.

    Python 3

  4. recursive-least-squares recursive-least-squares Public

    Creating a RecursiveLeastSquares object that uses the Sherman-Morrison-Woodbury formula to efficiently recalculate Least Squares continuously as more data is given.

    Python 6 2