Top "Tensorflow" questions

TensorFlow is an open-source library and API designed for deep learning, written and maintained by Google.

Deep-Learning Nan loss reasons

Perhaps too general a question, but can anyone explain what would cause a Convolutional Neural Network to diverge? Specifics: I …

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How to import keras from tf.keras in Tensorflow?

import tensorflow as tf import tensorflow from tensorflow import keras from keras.layers import Dense I am getting the below …

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How to set adaptive learning rate for GradientDescentOptimizer?

I am using TensorFlow to train a neural network. This is how I am initializing the GradientDescentOptimizer: init = tf.initialize_…

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Using Keras & Tensorflow with AMD GPU

I'm starting to learn Keras, which I believe is a layer on top of Tensorflow and Theano. However, I only …

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FailedPreconditionError: Attempting to use uninitialized in Tensorflow

I am working through the TensorFlow tutorial, which uses a "weird" format to upload the data. I would like to …

python pandas classification tensorflow
TensorFlow ValueError: Cannot feed value of shape (64, 64, 3) for Tensor u'Placeholder:0', which has shape '(?, 64, 64, 3)'

I am new to TensorFlow and machine learning. I am trying to classify two objects a cup and a pendrive (…

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TensorFlow: "Attempting to use uninitialized value" in variable initialization

I am trying to implement multivariate linear regression in Python using TensorFlow, but have run into some logical and implementation …

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What is the role of "Flatten" in Keras?

I am trying to understand the role of the Flatten function in Keras. Below is my code, which is a …

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import input_data MNIST tensorflow not working

TensorFlow MNIST example not running with fully_connected_feed.py I checked this out and realized that input_data was …

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How to assign a value to a TensorFlow variable?

I am trying to assign a new value to a tensorflow variable in python. import tensorflow as tf import numpy …

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