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princewen/tensorflow_practice

A TensorFlow practice repository with code examples for deep learning, NLP, and reinforcement learning.

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This is a hands-on TensorFlow learning repository with exercises spanning multiple AI domains. It includes basic neural network implementations (CNN, RNN), NLP models (LSTM, seq2seq with attention, chatbot), reinforcement learning algorithms (Q-learning, SARSA, DQN, Double DQN, Dueling DQN), and covers model saving, tensorboard visualization, and other ML training utilities. The repository is based on TensorFlow 1.4 and serves as a study guide for practitioners learning deep learning and reinforcement learning.

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