Switch branches/tags
Nothing to show
Find file History
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
..
Failed to load latest commit information.
code linear regression code Jun 5, 2017
README.rst linear regression code Jun 5, 2017
updating_model.gif linear regression code Jun 5, 2017

README.rst

Linear Regression

This document is dedicated to explain how to run the python script for this tutorial. The documentation is available Here.

Python Environment

WARNING: If TensorFlow is installed in any environment(virtual environment, ...), it must be activated at first. So at first make sure the tensorFlow is available in the current environment using the following script:

How to run the code in Terminal?

Please root to the code/ directory and run the python script as the general form of below:

python [python_code_file.py]

As an example the code can be executed as follows:

python linear_regression.py --num_epochs=50

The --num_epochs flag is to provide the number of epochs that will be used for training. The flag of --log_dir is not required becasue its default value is 50 and is provided in the source code as follows:

tf.app.flags.DEFINE_integer(
'num_epochs', 50, 'The number of epochs for training the model. Default=50')

How to run the code in IDEs?

Since the code is ready-to-go, as long as the TensorFlow can be called in the IDE editor(Pycharm, Spyder,..), the code can be executed successfully.