Anıl Zenginoğlu
Anıl Zenginoğlu
Home
Posts
Publications
NSF Award
Contact
Light
Dark
Automatic
machine learning
Cross-entropy
Cross-entropy is a measure of the difference between two probability distributions. It also plays a role in the information-theoretic formulation of the Second Law of Thermodynamics, thereby providing a bridge between physics and machine learning.
Anıl Zenginoğlu
Apr 2, 2023
13 min read
Learning Machine Learning
This is a short tutorial on machine learning. We implement a single-layer neural network to recognize images of handwritten digits from the MNIST dataset using only NumPy as a simple starting point for further experimentation. A
Colab
notebook is available.
Anıl Zenginoğlu
Dec 8, 2022
12 min read
Tutorial
Special relativity as hyperbolic geometry
Hyperbolic geometry provides a natural setting for special relativity. This viewpoint simplifies calculations, provides insights into the theory, and has applications beyond special relativity in machine learning and general relativity.
Anıl Zenginoğlu
Nov 6, 2021
10 min read
Research
Cite
×