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
Categories
Libraries, Machine Learning, Speech Recognition, Neural Network Libraries, Computer Vision Libraries, Deep Learning Frameworks, Natural Language Processing (NLP)Follow Awesome Recurrent Neural Networks
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