Machine Learning Visualized Machine Learning Visualized

Machine Learning Visualized

ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy

Περιγραφή εκδότη

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.

ΕΙΔΟΣ
Υπολογιστές και Διαδίκτυο
ΚΥΚΛΟΦΟΡΗΣΕ
2025
2 Σεπτεμβρίου
ΓΛΩΣΣΑ
EN
Αγγλικά
ΑΡ. ΣΕΛΙΔΩΝ
69
σελίδες
ΕΚΔΟΤΗΣ
Gavin Hung
ΣΤΟΙΧΕΙΑ ΠΑΡΟΧΟΥ
Gavin Hung
ΜΕΓΕΘΟΣ
2,8
MB
Informed Machine Learning Informed Machine Learning
2025
Machine Learning for Brain Disorders Machine Learning for Brain Disorders
2023
Machine Learning and Its Application to Reacting Flows Machine Learning and Its Application to Reacting Flows
2023
Decoding AI: A Journey Through Machine Learning, Deep Learning, and Generative Models Decoding AI: A Journey Through Machine Learning, Deep Learning, and Generative Models
2024
Machine Learning Machine Learning
2020
Hyperparameter Tuning for Machine and Deep Learning with R Hyperparameter Tuning for Machine and Deep Learning with R
2023