Python Deep Learning Cookbook

How to do it...

1. First, we install CNTK with pip as follows:

pip install https://cntk.ai/PythonWheel/GPU/cntk-2.2-cp35-cp35m-linux_x86_64.whl

Adjust the wheel file if necessary (see https://docs.microsoft.com/en-us/cognitive-toolkit/Setup-Linux-Python?tabs=cntkpy22). 

2. After installing CNTK, we can import it into our Python environment:

import cntk

3. Let's create some simple dummy data that we can use for training:

import numpy as npx_input = np.array([[1,2,3,4,5]], np.float32)y_input = np.array([[10]], np.float32)

4. Next, we need to define the placeholders for the input data:

X = cntk.input_variable(5, np.float32)y = cntk.input_variable(1, np.float32)

5. With CNTK, it's straightforward to stack multiple layers. We stack a dense layer with ...