sashakttripathi (Sashakt Tripathi) · GitHub
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sashakttripathi/README.md

Hi there 🤖

I am a math freak who loves to play with computer algorithms 🧠

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  1. MNIST-Softmax-Classification MNIST-Softmax-Classification Public

    Image classifier which classifies MNIST database of handwritten digits 0-9 using 28x28 pixel images

    Python 2

  2. TorchNN-Transformer TorchNN-Transformer Public

    This is a transformer made from scratch using PyTorch.

    Jupyter Notebook

  3. binary_classification_nn binary_classification_nn Public

    Classify data of any given shape using 2 layer neural network

    Jupyter Notebook 1

  4. SVM-RBF-CVXOPT SVM-RBF-CVXOPT Public

    Classification of a radially seperated dataset using SVM with RBF kernel using CVXOPT

    Python 2

  5. ExMax-MixtureOfGaussians ExMax-MixtureOfGaussians Public

    Find Clusters of data using Expectation Maximization algorithm on mixture of gaussians

    Python 2

  6. SpamPredictor-NaiveBayes SpamPredictor-NaiveBayes Public

    Use Naive bayes to predict if the email/message is spam

    Python 2