intel / dffml

The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.
https://intel.github.io/dffml/main/
MIT License
253 stars 138 forks source link

optimizer: change plugin name #1200

Closed mhash1m closed 3 years ago

mhash1m commented 3 years ago

Pain Point

While it is a good name, it can be easily confused with optimisation algorithms used by different machine learning libraries to train a model. These optimisation algorithms are low-level implementations responsible of reducing loss in a model and are nothing close to hyper parameter tuning.

Proposed Solution

A different name that would be suggestive of tuning characteristics. Perhaps, tuners would make a lot more sense.

pdxjohnny commented 3 years ago

In agreement with tuner