This is my repo for local model development in python.
Follow the following steps to create virtual environment and install all dependencies:
virtualenv env
source env/bin/activate
pip3 install -r requirements.txt
If you use PyCharm for Python Dev (recommended), follow the instruction https://www.jetbrains.com/help/pycharm/creating-virtual-environment.html to run PyCharm on the virtualenv created in previous steps.
To run script in Jupyter Notebook
jupyter notebook
jupyter notebook --ip=0.0.0.0 (Run within EC2 such that the port can be accessed externally)
To show tensor board, go to the root directory that contains TensorFlow logs, within the virtual environment
tensorboard --logdir ./yourLogDirName