Finally I found the way to install Auto Sklearn
Please note that I have fresh installtion of Ubuntu
It is long but it works (at least worked for me)
1-
Install Ubuntu from Microsoft Store
2-
sudo apt-get install software-properties-common
3-
sudo apt-add-repository universe
4-
sudo apt-get update
5-
sudo apt-get install python-pip
6-
sudo apt install python3-pip
7-
sudo apt-get install swig
8-
pip3 uninstall numpy
9-
pip3 uninstall numpy
10-
pip uninstall numpy
11-
pip uninstall numpy
12-
curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | xargs -n 1 -L 1 pip3 install
13-
pip3 uninstall numpy
14-
pip3 uninstall numpy
15-
pip uninstall numpy
16-
pip uninstall numpy
17-
pip3 install numpy
18-
pip3 install auto-sklearn
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