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I am studying machine learning algorithm
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I am studying machine learning algorithm
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  1. mini-neural-network-framework-from-scratch mini-neural-network-framework-from-scratch Public

    A Python project implementing a neural network framework from scratch using NumPy. Includes fully connected (Dense) layers, ReLU and Sigmoid activations, a simple SGD optimizer, and a minimal train…

    Python

  2. elastic-net-regression-from-scratch elastic-net-regression-from-scratch Public

    End-to-end Elastic Net regression implemented from scratch in NumPy with mini-batch gradient descent and model evaluation.

    Jupyter Notebook

  3. logistic-regression-from-scratch logistic-regression-from-scratch Public

    A feature-packed Logistic Regression engine built from the ground up using NumPy. This implementation handles the entire ML pipeline from "Data Janitor" cleaning and normalization to "Architect" le…

    Jupyter Notebook

  4. linear-regression-from-scratch linear-regression-from-scratch Public

    Multivariate linear regression implemented from scratch using vectorized gradient descent in NumPy. Includes manual cost computation, gradient derivation, feature scaling, and convergence analysis.

    Python

  5. snake- snake- Public

    Built a Nokia snake game using python

    Python