├── MLAS_01_NeuralNets_Detection.ipynb ├── MLAS_02_NeuralNets_Approximator.ipynb ├── MLAS_03_NeuralNets_Classification.ipynb ├── MLAS_04_NeuralNets_Detector_MNIST.ipynb ├── MLAS_05_CNN.ipynb ├── MLAS_06_Convolutional_Autoencoder.ipynb ├── MLAS_07_Denoising_Autoencoder.ipynb ├── MLAS_08_Variational_Autoencoder.ipynb ├── MLAS_09_RNN.ipynb ├── README.md ├── audio └── ACDC - Back In Black Intro.wav ├── binder ├── environment.yml └── postBuild └── images ├── 02_01_neuralNetsAppro.png ├── 02_02_neuralNetsApproDeep.png ├── 03_01_imagesExample.png ├── 03_02_imageEx.png ├── mlfasp.png ├── neuralNetsAppro.drawio └── randpic.jpg /MLAS_01_NeuralNets_Detection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_01_NeuralNets_Detection.ipynb -------------------------------------------------------------------------------- /MLAS_02_NeuralNets_Approximator.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_02_NeuralNets_Approximator.ipynb -------------------------------------------------------------------------------- /MLAS_03_NeuralNets_Classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_03_NeuralNets_Classification.ipynb -------------------------------------------------------------------------------- /MLAS_04_NeuralNets_Detector_MNIST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_04_NeuralNets_Detector_MNIST.ipynb -------------------------------------------------------------------------------- /MLAS_05_CNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_05_CNN.ipynb -------------------------------------------------------------------------------- /MLAS_06_Convolutional_Autoencoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_06_Convolutional_Autoencoder.ipynb -------------------------------------------------------------------------------- /MLAS_07_Denoising_Autoencoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_07_Denoising_Autoencoder.ipynb -------------------------------------------------------------------------------- /MLAS_08_Variational_Autoencoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_08_Variational_Autoencoder.ipynb -------------------------------------------------------------------------------- /MLAS_09_RNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/MLAS_09_RNN.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GuitarsAI/MLfAS/HEAD/README.md -------------------------------------------------------------------------------- /audio/ACDC - 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