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2.

discussion

The vanishing gradient problem and ReLUs – a TensorFlow investigation

The vanishing gradient problem and ReLUs – a TensorFlow investigation : http://adventuresinmachinelearning.com/vanishing-gradient-problem-tensorflow/

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Category: Deep Learning

3.

discussion

TensorFlow Dataset API tutorial

TensorFlow Dataset API tutorial - learn how to create efficient data pipelines for professional TensorFlow applications: http://adventuresinmachinelearning.com/tensorflow-dataset-tutorial/

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Category: Deep Learning

4.

discussion

Reinforcement learning tutorial using Python and Keras

Reinforcement learning tutorial using Python and Keras - http://adventuresinmachinelearning.com/reinforcement-learning-tutorial-python-keras/

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Category: Deep Learning

6.

discussion

How to create a TensorFlow deep learning powerhouse on Amazon AWS

How to create a TensorFlow deep learning powerhouse on Amazon AWS: http://adventuresinmachinelearning.com/tensorflow-amazon-aws/

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Category: Deep Learning

7.

discussion

A PyTorch tutorial – deep learning in Python

Learn how to use PyTorch - a serious contender in the deep learning library "wars": http://adventuresinmachinelearning.com/pytorch-tutorial-deep-learning/

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Category: Deep Learning

8.

discussion

Recurrent neural networks and LSTM Tutorial in Python and TensorFlow

A very comprehensive recurrent neural network / LSTM tutorial using TensorFlow http://adventuresinmachinelearning.com/recurrent-neural-networks-lstm-tutorial-tensorflow/

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Category: Deep Learning

9.

discussion

Python gensim Word2Vec tutorial with TensorFlow and Keras

Learn how to use the gensim Word2Vec library (and load the results into TensorFlow and Keras) - Python gensim Word2Vec tutorial with TensorFlow and Keras

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Category: Deep Learning

10.

discussion

A Word2Vec Keras tutorial

A Word2Vec Keras tutorial - learn how to represent words efficiently (and with context) for NLP in Keras using the Word2Vec methodology: Adventures in Machine Learning

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Category: Deep Learning

11.

discussion

An introduction to TensorFlow queuing and threading

Create high-performance input data pipelines in TensorFlow using queues and threading:

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Category: Deep Learning

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