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Python 3.6 does not work anymore: there is version incompatibility with numpy and tensorflow with the tf/requirements.txt file when taken out of the box.
For anyone wondering: you've got dependabot/pip/tf branches that seemingly try to guess the correct versions. The versions above are taking from this information in the git tree. And it seems to work.
P.S.: there are unmerged pull requests for that, such as this one: #213
ERROR: Could not find a version that satisfies the requirement tensorflow==2.5.1
ERROR: No matching distribution found for tensorflow==2.5.1
Could fix it by using conda but since I don't know which version I need I have to google that
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