This tutorial was designed for easily diving into TensorFlow, through examples. For readability, it includes both notebooks and source codes with explanation.

aymericdamien 6f33ebe477 nearest neighbor classifier vor 10 Jahren
README.md 05082102fa New description vor 10 Jahren
alexnet.py 190bb8d8cd added alexnet & update loss vor 10 Jahren
basic_operations.py c1d6157e3f adde basic examples vor 10 Jahren
convolutional_network.py a5af4b9eb6 added accuracy vor 10 Jahren
helloworld.py c1d6157e3f adde basic examples vor 10 Jahren
input_data.py 908f7cc24c added mnist data script vor 10 Jahren
linear_regression.py fc9f191966 added linear and logistic reg vor 10 Jahren
logistic_regression.py fc9f191966 added linear and logistic reg vor 10 Jahren
multigpu_basics.py 530dc64989 added basic operations with multi GPU vor 10 Jahren
multilayer_perceptron.py 7d481b3c7a added mlp vor 10 Jahren
nearest_neighbor.py 6f33ebe477 nearest neighbor classifier vor 10 Jahren
recurrent_network.py d3ed2c9bb9 added dev state vor 10 Jahren

README.md

TensorFlow Examples

Basic code examples for some machine learning algorithms, using TensorFlow library.

Code Examples

  • Hello World
  • Basic Operations (add, mult,...)
  • Basic Operations on multi-GPU
  • Linear Regression
  • Logistic Regression
  • Multilayer Perceptron
  • Convolutional Neural Network
  • AlexNet
  • Reccurent Network
  • other coming soon...

A new layout and code comments are coming soon