![]() ![]() The difference is that pip does just that and nothing else! It downloads and installs packages you want to use. Pip (recursive “pip Installs Packages”) is a Python package installer. I can guarantee it does not have to be like that!Īfter you read what pip and conda do and how they work, you won’t be breaking your environment again. Everybody is mix and matching words pip, conda and install until it starts working! And it usually works, until it breaks your environment completely.Īnd you do not know why it broke so you remove and install all packages from scratch. ![]() I thought we’re using just python?!”.Īnd I did not know what to answer. ![]() “Is conda just python with preinstalled packages?”. People often ask me “Should I use conda or pip to install packages?”. One of the first things I’ve noticed while coming into Machine Learning Engineer role was package management mess. ![]()
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