This is how to connect to another host with your docker client, without modifying your local Docker installation or when you don't have a local Docker installation.
First be sure to enable the Docker Remote API on the remote host.
This can easily be done with a container.
For HTTP connection use jarkt/docker-remote-api.
| # Implementation of a simple MLP network with one hidden layer. Tested on the iris data set. | |
| # Requires: numpy, sklearn>=0.18.1, tensorflow>=1.0 | |
| # NOTE: In order to make the code simple, we rewrite x * W_1 + b_1 = x' * W_1' | |
| # where x' = [x | 1] and W_1' is the matrix W_1 appended with a new row with elements b_1's. | |
| # Similarly, for h * W_2 + b_2 | |
| import tensorflow as tf | |
| import numpy as np | |
| from sklearn import datasets | |
| from sklearn.model_selection import train_test_split |
