2024-01-15 Toms Ricards ZPD

Notes:

• 23. janvāri aizstāvēšana

• Dataset - MNIST & Fashion MNIST

• Models - Random Forrest, SVM

• Metric - F1

• Hyper-paramaters search: Grid, Random, Bayesian

TODO:

Izmantojot Literatūras avotus rakstīt tesktu Prompt guidelines:

http://share.yellowrobot.xyz/quick/2024-1-9-A6D64A01-7515-498F-AEF3-7F7D1B44D242.html

Prompt piemērs:

xxxxxxxxxx
3
1
Write 2 paragraphs in Latvian using "Academic Style" based on the following text: 
2

3
"ENGLISH JUNK TEXT...."

Literatūras avoti

Artificial Intelligence Modern Approach, 4th edition (vecākās trūkst info par Deep Learning)

Some of books to use:

https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf https://www.deeplearningbook.org/contents/mlp.html https://d2l.ai/d2l-en.pdf http://152.67.89.169/1629722468-deep-learning-theory

Great explanations of basic maths: http://mathproofs.blogspot.com/2006/07/dot-product-and-cosine.html