I am a math freak who loves to play with computer algorithms 🧠
I am a math freak who loves to play with computer algorithms.
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MNIST-Softmax-Classification
MNIST-Softmax-Classification PublicImage classifier which classifies MNIST database of handwritten digits 0-9 using 28x28 pixel images
Python 2
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TorchNN-Transformer
TorchNN-Transformer PublicThis is a transformer made from scratch using PyTorch.
Jupyter Notebook
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binary_classification_nn
binary_classification_nn PublicClassify data of any given shape using 2 layer neural network
Jupyter Notebook 1
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SVM-RBF-CVXOPT
SVM-RBF-CVXOPT PublicClassification of a radially seperated dataset using SVM with RBF kernel using CVXOPT
Python 2
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ExMax-MixtureOfGaussians
ExMax-MixtureOfGaussians PublicFind Clusters of data using Expectation Maximization algorithm on mixture of gaussians
Python 2
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SpamPredictor-NaiveBayes
SpamPredictor-NaiveBayes PublicUse Naive bayes to predict if the email/message is spam
Python 2
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