How to copy/clone scikit-learn estimator

Depends on the use cases, the way you want to copy the scikit-learn model may be different. In my case, last week, I have to train and test estimators against different targets. I work in EMG or EEG stuff and I need to estimate finger joint sensor reading. Unlike random forest and neural networks, other estimators usually do not support multi-output systems 1. That is means, for every single finger joint in my hand, I have to create an estimator....

September 26, 2021 · 3 min · Faruq Sandi

How to generate fake data with Python

While fake data provider exists for ages, with any kind of data provided along with your choice of data format, it is not usual to generate our own dataset in the runtime. The fake data is used to speed up the development process. Instead of waiting for the real data which may be slow and hard to obtain, why don’t we use the fake data instead for now, and replace it later with the real one later?...

September 15, 2021 · 5 min · Faruq Sandi