Tutorials

This section contains tutorials contributed by the Flux community and examples from the The Model Zoo.

Getting Started

• Deep Learning with Flux - A 60 Minute Blitz (September 2020)

Transfer learning

• Transfer Learning with Flux (October 2020)

Other and contributed

• Speech recognition (November 2020)
• Meta-Learning (November 2020)
• Logistic Regression on the Iris dataset (November 2020)
• MLP on housing data (November 2020)
• FizzBuzz (November 2020)
• BitString Parity Challenge (November 2020)

Computer vision

• Variational Autoencoder (VAE) (November 2020)
• Simple Auto-Encoder (November 2020)
• Simple multi-layer perceptron (November 2020)
• LeNet (November 2020)
• Deep convolutional generative adversarial networks (November 2020)
• Compositional pattern-producing networks (CPPNs) (November 2020)
• Simple ConvNets (November 2020)
• VGG 16/19 on CIFAR10 (November 2020)
• Conditional deep convolutional generative adversarial networks (November 2020)

Text

• Recursive net on IMDB sentiment treebank (November 2020)
• Seq2Seq phoneme detection on CMUDict (November 2020)
• LSTM for character-level language detection (November 2020)
• Multi-layer Recurrent Neural Network for character-level language model (November 2020)

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