python

As we discussed in previous post, in this series we will be working on different type of regression problem and will try to parse them as sklearn model objects. Here are we will be working with ExponentialSmoothing from statsmodels library.

Those who are working in ML space of sometime must be aware that there are multiple python libraries out there which support different algorithms/models. When you are trying to implement best model it is not possible to use just a single library or even a single language and compute infra.

RecSys with AutoML.

Exploring poetry for dependency management in python In general pip & venv is a good combination of tool when you don’t have to manage multiple dependencies for your project. But imaging that in a project you need to management multiple dependency files to deploy code into multiple envs.