GitHub - marnec/ML: machine learning notes

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Name		Name	Last commit message	Last commit date
Latest commit History 321 Commits
.virtual_documents		.virtual_documents
__pycache__		__pycache__
data		data
docs		docs
lightning_logs		lightning_logs
runs/detect/exp		runs/detect/exp
.gitignore		.gitignore
ML-0-WhatIsMachineLearning.ipynb		ML-0-WhatIsMachineLearning.ipynb
ML-1-Preparatory.ipynb		ML-1-Preparatory.ipynb
ML-10-NeuralNetworkModelRepresentation.ipynb		ML-10-NeuralNetworkModelRepresentation.ipynb
ML-11-NeuralNetworksApplications.ipynb		ML-11-NeuralNetworksApplications.ipynb
ML-12-NeuralNetworkCostFunction.ipynb		ML-12-NeuralNetworkCostFunction.ipynb
ML-13-NeuralNetworkOptimization.ipynb		ML-13-NeuralNetworkOptimization.ipynb
ML-14-NeuralNetworkOptimization2.ipynb		ML-14-NeuralNetworkOptimization2.ipynb
ML-15-Diagnostic.ipynb		ML-15-Diagnostic.ipynb
ML-16-SystemDesign.ipynb		ML-16-SystemDesign.ipynb
ML-17-SkewedClasses.ipynb		ML-17-SkewedClasses.ipynb
ML-17.5-fnnimplementation.ipynb		ML-17.5-fnnimplementation.ipynb
ML-18-LargemarginClassification.ipynb		ML-18-LargemarginClassification.ipynb
ML-19-Kernels.ipynb		ML-19-Kernels.ipynb
ML-2-ModelRepresentation.ipynb		ML-2-ModelRepresentation.ipynb
ML-20-UnsupervisedLearning.ipynb		ML-20-UnsupervisedLearning.ipynb
ML-21-DimensionalityReduction.ipynb		ML-21-DimensionalityReduction.ipynb
ML-22-AnomalyDetection.ipynb		ML-22-AnomalyDetection.ipynb
ML-23-Recommendation.ipynb		ML-23-Recommendation.ipynb
ML-24-DeepLearning.ipynb		ML-24-DeepLearning.ipynb
ML-25-DeepLearningBiasVariance.ipynb		ML-25-DeepLearningBiasVariance.ipynb
ML-26-DeepLearningL2Regularization.ipynb		ML-26-DeepLearningL2Regularization.ipynb
ML-27-DeepLearningDropout.ipynb		ML-27-DeepLearningDropout.ipynb
ML-28-DeepLearningNorm.ipynb		ML-28-DeepLearningNorm.ipynb
ML-29-DeepLearningMiniBatch.ipynb		ML-29-DeepLearningMiniBatch.ipynb
ML-3-CostFunction.ipynb		ML-3-CostFunction.ipynb
ML-30-DeepLearningSofisticatedOpt.ipynb		ML-30-DeepLearningSofisticatedOpt.ipynb
ML-31-DeepLearningTuning.ipynb		ML-31-DeepLearningTuning.ipynb
ML-32-DeepLearningSoftmax.ipynb		ML-32-DeepLearningSoftmax.ipynb
ML-33-DeepLearningCNN.ipynb		ML-33-DeepLearningCNN.ipynb
ML-34-DeepLearningCNN2.ipynb		ML-34-DeepLearningCNN2.ipynb
ML-34.5-DeepLearningCNNImplementations-Copy1.ipynb		ML-34.5-DeepLearningCNNImplementations-Copy1.ipynb
ML-35-DeepLearningCNN3.ipynb		ML-35-DeepLearningCNN3.ipynb
ML-36-DeepLearningCNN4.ipynb		ML-36-DeepLearningCNN4.ipynb
ML-37-DeepLearningCNN5.ipynb		ML-37-DeepLearningCNN5.ipynb
ML-38-DeepLearningCNN6.ipynb		ML-38-DeepLearningCNN6.ipynb
ML-38.5-DeepLearningYOLOImplementations.ipynb		ML-38.5-DeepLearningYOLOImplementations.ipynb
ML-39-DeepLearningCNN7.ipynb		ML-39-DeepLearningCNN7.ipynb
ML-4-GradientDescent.ipynb		ML-4-GradientDescent.ipynb
ML-4.5-linregImplementation.ipynb		ML-4.5-linregImplementation.ipynb
ML-40-DeepLearningCNN8.ipynb		ML-40-DeepLearningCNN8.ipynb
ML-41-DeepLearningCNN9.ipynb		ML-41-DeepLearningCNN9.ipynb
ML-42-DeepLearningCNN10.ipynb		ML-42-DeepLearningCNN10.ipynb
ML-43-DeepLearningRNN1.ipynb		ML-43-DeepLearningRNN1.ipynb
ML-44-DeepLearningRNN2.ipynb		ML-44-DeepLearningRNN2.ipynb
ML-45-DeepLearningRNN3.ipynb		ML-45-DeepLearningRNN3.ipynb
ML-46-DeepLearningRNN4.ipynb		ML-46-DeepLearningRNN4.ipynb
ML-47-DeepLearningRNN5.ipynb		ML-47-DeepLearningRNN5.ipynb
ML-47.5-DeepLearningRNNApplications1.ipynb		ML-47.5-DeepLearningRNNApplications1.ipynb
ML-48-DeepLearningRNN6.ipynb		ML-48-DeepLearningRNN6.ipynb
ML-5-Classification.ipynb		ML-5-Classification.ipynb
ML-6-LogisticRegressionCostFunction.ipynb		ML-6-LogisticRegressionCostFunction.ipynb
ML-7-MulticlassClassification.ipynb		ML-7-MulticlassClassification.ipynb
ML-7.5-logregImplementation.ipynb		ML-7.5-logregImplementation.ipynb
ML-8-Overfitting.ipynb		ML-8-Overfitting.ipynb
ML-9-NeuralNetworks.ipynb		ML-9-NeuralNetworks.ipynb
Pipfile		Pipfile
addCodeHeader.py		addCodeHeader.py
figcaption.py		figcaption.py
fix_tex_repr.py		fix_tex_repr.py
generate_markdown.sh		generate_markdown.sh
serve.sh		serve.sh