- All the codes I wrote for my project during summer internship. The topic for the project is to compare various search methods for hyper-parameter optimisation, all the codes written in Python. Python 3.9 was used. Install the necessary packages by using the link : .
- Separate codes implementing each of Grid, Random and Bayesian Search along with single algorithm, applying all three searches on the same datasets, so as to find out which one is the best.
- The original dataset for benchmarking has been taken from PMLB, and can be found here: https://github.com/EpistasisLab/pmlb/tree/master/datasets | https://epistasislab.github.io/pmlb/
anuprulez/ml-compare-search-methods
All the codes I wrote for my project during summer internship.
Python