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1. EncoderDecoderModels EncoderDecoderModels Public

   Experiments with Encoder / Decoder NN architectures.

   Jupyter Notebook

2. NeuralMachineTranslation NeuralMachineTranslation Public

   Experiments with Seq2Seq and transformer models and English to German translation.

   Jupyter Notebook 1

3. SmallDatasetsAnalysis SmallDatasetsAnalysis Public

   Experiments with artificial neural networks on small datasets.

   Jupyter Notebook 2 3

4. NeuralSpeechRecognition NeuralSpeechRecognition Public

   Experiments with CNN, Deepspeech2 and RNN models.

   Jupyter Notebook

5. UniversalFunctionApproximation UniversalFunctionApproximation Public

   Universal Function Approximation by Neural Nets

   Jupyter Notebook 4 6

6. NeuralHandwrittenTextRecognition NeuralHandwrittenTextRecognition Public

   Handwritten text recognition with CRNN and Seq2Seq model architectures.

   Jupyter Notebook 2 3