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TFLearn | TensorFlow Deep Learning Library

Documentation for TFLearn, a deep learning library featuring a higher-level API for TensorFlow.

http://www.tflearn.org/

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TFLearn | TensorFlow Deep Learning Library | tflearn.org Reviews
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Documentation for TFLearn, a deep learning library featuring a higher-level API for TensorFlow.
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TFLearn | TensorFlow Deep Learning Library | tflearn.org Reviews

https://tflearn.org

Documentation for TFLearn, a deep learning library featuring a higher-level API for TensorFlow.

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1

Estimator Layers - TFLearn

http://tflearn.org/layers/estimator

Helpers for Extending Tensorflow. Tflearn.layers.estimator.regression. Incoming, placeholder=None, optimizer='adam', loss='categorical crossentropy', metric='default', learning rate=0.001, dtype=tf.float32, batch size=64, shuffle batches=True, to one hot=False, n classes=None, trainable vars=None, restore=True, op name=None, validation monitors=None, validation batch size=None, name=None). 2-D Tensor Layer (Same as input). This regression target (label) placeholder. If 'None' provided, a placeholder ...

2

Examples - TFLearn

http://tflearn.org/examples

Helpers for Extending Tensorflow. Implement a linear regression using TFLearn. Implement logical operators with TFLearn (also includes a usage of 'merge'). Save and Restore a model. Fine-Tune a pre-trained model on a new task. Use HDF5 to handle large datasets. Use DASK to handle large datasets. Use TFLearn layers along with TensorFlow. Use TFLearn trainer class to train any TensorFlow graph. Use TFLearn built-in operations along with TensorFlow. Use TFLearn summarizers along with TensorFlow. An auto enc...

3

Index - TFLearn

http://tflearn.org/doc_index

Helpers for Extending Tensorflow. Getting Started with TFLearn. Helpers for extending Tensorflow. Provided by Read the Docs.

4

Tutorials - TFLearn

http://tflearn.org/tutorials

Helpers for Extending Tensorflow. Learn the basics of TFLearn through a concrete machine learning task. Build and train a deep neural network classifier. Build an Image Classifier. Build a Text Classifier. Provided by Read the Docs.

5

Merge Layers - TFLearn

http://tflearn.org/layers/merge_ops

Helpers for Extending Tensorflow. Tflearn.layers.merge ops.merge. Tensors list, mode, axis=1, name='Merge'). Merge a list of. Into a single one. A merging 'mode' must be specified, check below for the different options. A list of tensors to merge. Merging mode, it supports:. Concat': concatenate outputs along specified axis 'elemwise sum': outputs element-wise sum 'elemwise mul': outputs element-wise sum 'sum': outputs element-wise sum along specified axis 'mean': outputs element-wise average along speci...

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TFLearn | TensorFlow Deep Learning Library

Helpers for Extending Tensorflow. TFLearn: Deep learning library featuring a higher-level API for TensorFlow. TFlearn is a modular and transparent deep learning library built on top of Tensorflow. It was designed to provide a higher-level API to TensorFlow in order to facilitate and speed-up experimentations, while remaining fully transparent and compatible with it. Easy-to-use and understand high-level API for implementing deep neural networks, with tutorial and examples. Classification tflearn.init...

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