Machine Learning Visualized
ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
Description de l’éditeur
Book of Jupyter Notebooks that implement and mathematically derive machine learning algorithms from first-principles. The output of each notebook is a visualization of the machine learning algorithm throughout its training phase, ultimately converging at its optimal weights.
Informed Machine Learning
2025
Machine Learning and Its Application to Reacting Flows
2023
Hyperparameter Tuning for Machine and Deep Learning with R
2023
Decoding AI: A Journey Through Machine Learning, Deep Learning, and Generative Models
2024
Machine Learning
2020
Artificial Intelligence and Cognitive Science
2023