give a try to pipenv?

[yonromai]

Seems to be the future: https://github.com/pypa/pipenv

[jcezarms]

Taking a glance at pipenv's migration progress from its #11 issue, the whole process is a lot easier right now. Now, all it takes is one command, and the output would be as follows:

$ pipenv install
Creating a virtualenv for this project...
Pipfile: D:\Workspace\spotify-tensorflow\Pipfile
Using c:\users\user\appdata\local\programs\python\python36\python.exe (3.6.6) to create virtualenv...
...
New python executable in C:\Users\User\.virtualenvs\spotify-tensorflow-h7W8yBNY\Scripts\python.exe
Installing setuptools, pip, wheel...done.
Setting project for spotify-tensorflow-h7W8yBNY to D:\Workspace\spotify-tensorflow

Virtualenv location: C:\Users\julio\.virtualenvs\spotify-tensorflow-h7W8yBNY
requirements.txt found, instead of Pipfile! Converting...

Migration also doesn't seem difficult if we're also talking about changes in CI tools.