GitHub - Mac0490/Machine-Learning: Linear and generalized linear models for regression and classification, neural networks, Support Vector machines & kernel methods, mixture models & clustering. Program in Python. PyTorch & Tensorflow

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
.gitattributes		.gitattributes
.gitignore		.gitignore
7.1 Exercise.py		7.1 Exercise.py
7.2 Exercise.py		7.2 Exercise.py
Bayesian Analysis of the Uniform Distribution.py		Bayesian Analysis of the Uniform Distribution.py
Bayesian Linear Regression.py		Bayesian Linear Regression.py
Bayesian and Frequentist Interval Estimation.py		Bayesian and Frequentist Interval Estimation.py
ComparatitveStudyRegressionCalssification1.py		ComparatitveStudyRegressionCalssification1.py
ComparatitveStudyRegressionCalssification2.py		ComparatitveStudyRegressionCalssification2.py
DecreasingConvLayer.py		DecreasingConvLayer.py
Gaussian Mixture Model.py		Gaussian Mixture Model.py
IncreasingConvLayer.py		IncreasingConvLayer.py
MNIST Classification with a Neural Network ML.zip		MNIST Classification with a Neural Network ML.zip
Maximum Likelihood Estimate.py		Maximum Likelihood Estimate.py
Multilayer Feed-Forward Neural Network.py		Multilayer Feed-Forward Neural Network.py
Perceptron Convergence Theorem.py		Perceptron Convergence Theorem.py
Plot_Exercise10_1.PNG		Plot_Exercise10_1.PNG
RemoveDropoutLayer.py		RemoveDropoutLayer.py
RemoveMaxPoolinglayers.py		RemoveMaxPoolinglayers.py
RemoveRELU.py		RemoveRELU.py
ReplaceSoftmax.py		ReplaceSoftmax.py

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Linear and generalized linear models for regression and classification, neural networks, Support Vector machines & kernel methods, mixture models & clustering. Program in Python. PyTorch & Tensorflow

cca classification feed-forward-neural-networks gaussian-processes large-language-models model-selection pca python pytorch recurrent-neural-networks regression sequence-to-sequence-models svm tenserflow variational-autoencoders