DarioFi / Stochastic-gradient-descent-with-Barkers-dynamics

Bachelor thesis in Artificial Intelligence. Stochastic gradient descent with Barker dynamics: an empirical study on Neural Networks training

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Thesis

This is the repository containing the implementation of SGBD used in my thesis. The repository consists of a series of utility functions to run tests, collect data and plot results. The actual algorithm is in the file SGBD/optimizer.py. All the files are commented and the experiment are all reproducible with this source code.

The final thesis is the file thesis.pdf

About

Bachelor thesis in Artificial Intelligence. Stochastic gradient descent with Barker dynamics: an empirical study on Neural Networks training


Languages

Language:Python 98.4%Language:Jupyter Notebook 1.6%