GitHub - ayush-adh/Machine_Learning: Contains notebooks completed while exploring machine learning and deep learning. Some include neural network implementations and others explore perceptrons, SVMs, kNNs, PCA, etc.

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Contains notebooks completed while exploring machine learning and deep learning. Some include neural network implementations and others explore perceptrons, SVMs, kNNs, PCA, etc.

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
Jupyter_Practice		Jupyter_Practice
1D_and_2D_Convolutional_NN_in_PyTorch.ipynb		1D_and_2D_Convolutional_NN_in_PyTorch.ipynb
Classification_Of_Hand-Drawn-Digits_Using_Numpy.ipynb		Classification_Of_Hand-Drawn-Digits_Using_Numpy.ipynb
Linear_Regression.ipynb		Linear_Regression.ipynb
Linear_Regression_With_SGD.ipynb		Linear_Regression_With_SGD.ipynb
Multilayer NN for Nonlinear Regression.ipynb		Multilayer NN for Nonlinear Regression.ipynb
NN for Nonlinear Regression using PyTorch.ipynb		NN for Nonlinear Regression using PyTorch.ipynb
Nearest_Neighbors.ipynb		Nearest_Neighbors.ipynb
Perceptrons.ipynb		Perceptrons.ipynb
Perceptrons_Standardizations.ipynb		Perceptrons_Standardizations.ipynb
Preprocessing_Regression_Overfitting.ipynb		Preprocessing_Regression_Overfitting.ipynb
SVC_kNN_Hyperparameters_PCA.ipynb		SVC_kNN_Hyperparameters_PCA.ipynb
Training_Test_Splits.ipynb		Training_Test_Splits.ipynb
auto-mpg.data-original		auto-mpg.data-original
mnist.pkl.gz		mnist.pkl.gz

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Contains notebooks completed while exploring machine learning and deep learning. Some include neural network implementations and others explore perceptrons, SVMs, kNNs, PCA, etc.