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DeepLearning_TensorFlow

a python implementation of deeplearning using TensorFlow

TensorFlow

http://tensorflow.org/

Features

  • Loading Data
  • Createing mini-batch
  • LogisticRegression
  • MLP using tensorflow structure and tensorboard
  • CNN_minit for new algorithm experiments with MNIST
  • CNN_cminit for new algorithm experiments with Cluttered MNIST
  • CNN_tiny(AlexNet 2010)
  • CaffeNet(AlexNet 2012)
  • CNN_depth
  • BatchNormalization
  • SpatialTransfomerNetwork
  • SpatialTransfomerNetwork with AlexNet 2012 (pretrain and fine-tuning structure)

if you use pyenv and anaconda: add /path/to/.pyenv/versions/anaconda-2.0.1/bin/ into PATH

visualization

tensorboard --logdir /to/your/path/train --port=6006


Copyright (c) 2015 Masahiro Imai Released under the MIT license

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