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@@ -1,16 +1,26 @@
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# TensorFlow Examples
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Basic code examples for some machine learning algorithms, using TensorFlow library.
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+## Tutorial index
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+#### 1 - Introduction
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+- Hello World ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/helloworld.py))
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+- Basic Operations ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/basic_operations.py))
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+#### 2 - Basic Classifiers
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+- Nearest Neighbor ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/nearest_neighbor.py))
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+- Linear Regression ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/linear_regression.py))
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+- Logistic Regression ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/logistic_regression.py))
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+#### 3 - Neural Networks
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+- Multilayer Perceptron ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/multilayer_perceptron.py))
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+- Convolutional Neural Network ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/convolutional_network.py))
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+- AlexNet ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/alexnet.py))
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+- Reccurent Network ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/recurrent_network.py))
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+### 4 - Multi GPU
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+- Basic Operations on multi-GPU ([code](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/multigpu_basics.py))
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+## Dependencies
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+```
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+tensorflow
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+numpy
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+matplotlib
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+cuda (to run examples on GPU)
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+```
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-## Code Examples
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-- Hello World
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-- Basic Operations (add, mult,...)
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-- Basic Operations on multi-GPU
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-- Linear Regression
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-- Logistic Regression
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-- Multilayer Perceptron
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-- Convolutional Neural Network
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-- AlexNet
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-- Reccurent Network
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-- other coming soon...
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-
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-_A new layout and code comments are coming soon_
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+_Other tutorials are coming soon..._
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