Summary of what you are going to install:
- python
- numpy
- pandas
- scipy
- scikit-learn
- keras
- tensorflow
- ipython
- matplotlib
- seaborn
Step 1 – Update apt if needed:
sudo apt update
Step 2 – Install prerequisites:
sudo apt install build-essential
sudo apt-get install libreadline-gplv2-dev libncursesw5-dev libssl-dev libsqlite3-dev tk-dev libgdbm-dev libc6-dev libbz2-dev libffi-dev
Step 3 – Install python via APT repositories:
sudo add-apt-repository ppa:deadsnakes/ppa sudo apt install python3.7
Step 4 – Install machine learning libraries:
pip3.7 install --user numpy pip3.7 install --user scipy pip3.7 install --user scikit-learn pip3.7 install --user ipython pip3.7 install --user tensorflow pip3.7 install --user pandas pip3.7 install --user keras pip3.7 install --user matplotlib pip3.7 install --user seaborn
References: