jkthompson / nothotdog

Explore machine learning deployment with TensorFlow and the 'not hotdog' use case from HBO's Silicon Valley.

Not Hotdog ... In Production with TensorFlow and TensorFlow Extended (TFX)

Explore machine learning deployment with TensorFlow and the 'not hotdog' use case from HBO's Silicon Valley].

View notebook

Run Locally Using Docker

1. Install Docker

2. Log into dockerHub

   docker login --username=<docker hub username>

3. Clone this git repo

   git clone [email protected]:jkthompson/nothotdog.git
   cd nothotdog

4. build the docker image using the tag 'tfx'

   docker build -t tfx .

   alternatively, download the image from Docker hub

   # optional - if build dosn't work
   docker pull jkt2/tfx

5. run the image

   docker run -it -p 8888:8888 -v "$PWD":/tf tfx

   or image was downloaded from docker hub

   docker run -it -p 8888:8888 -v "$PWD":/tf jkt2/tfx