[tensorflow] Hello World

Environment: MacOS X

Installing with Anaconda: https://www.tensorflow.org/install/install_mac#installing_with_anaconda

• Install Anaconda
• Create a conda environment named tensorflow
• conda create -n tensorflow 
• To activate this environment, use: source activate tensorflow
• To deactivate this environment, use: source deactivate tensorflow
• Install TensorFlow inside your conda environment
• Install jupyter inside your conda environment
• pip install jupyter
• jupyter notebook

Run softmax regression on MNIST: https://www.tensorflow.org/get_started/mnist/beginners

• https://github.com/Meng-Gen/docs/blob/master/tf/mnist_softmax.ipynb

Run Deep MNIST: https://www.tensorflow.org/get_started/mnist/pros

• https://github.com/Meng-Gen/docs/blob/master/tf/mnist_pros.ipynb

Reference:

• How do Convolutional Neural Networks work?
• http://brohrer.github.io/how_convolutional_neural_networks_work.html
• Useful packages: 
• ml_metrics: pip install ml_metrics