A curated list of resources dedicated to recurrent neural networks (closely related to deep learning). Provides a wide range of works and resources such as a Recurrent Neural Network Tutorial, a Sequence-to-Sequence Model Tutorial, Tutorials by nlintz, Notebook examples by aymericdamien, Scikit Flow (skflow) - Simplified Scikit-learn like Interface for TensorFlow, Keras (Tensorflow / Theano)-based modular deep learning library similar to Torch, char-rnn-tensorflow by sherjilozair, char-rnn in tensorflow, and much more. Codes, theory, applications, and datasets about natural language processing, robotics, computer vision, and much more.

Features

  • Codes and theory
  • Lectures, books, and surveys
  • Applications and datasets
  • Natural languag, processing language modeling, speech recognition, and more
  • Object recognition, image generation, and video analysis
  • Image captioning, video captioning, visual question answering, and more

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Registered

2021-09-22