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deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

deep-learning-workshop icon deep-learning-workshop

Deep Learning Workshop : Including a VirtualBox VM with pre-configured Jupyter, Tensorflow, PyTorch, models and data

deep-q-learning icon deep-q-learning

PyTorch Implementation of Deep Q-Learning with Experience Replay in Atari Game Environments, as made public by Google DeepMind

deep-regex icon deep-regex

Code for the paper Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge (EMNLP 2016). http://arxiv.org/abs/1608.03000

deep-semantic-similarity-model icon deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deep-tic-tac-toe icon deep-tic-tac-toe

Used deep reinforcement learning to train a deep neural network to play tic-tac-toe and deployed using tensorflow.js.

deepconvsep icon deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

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