12 Commits

Include renames

Author	SHA1	Message	Date
Bausager	be2c193341	Next steps ... Next up is dropout layers. remember that it can be used to see uncerstaty in multiply output, which is not in the book	2026-05-16 21:36:19 +02:00
Bausager	eb2374eaf5	Backpass on reg ... Made backpass on regulariaztion and made it easy to see in main.cpp	2026-05-16 21:34:34 +02:00
Bausager	d2fe8aa65c	Fittet new functions to everying in neural networks. Still need to optimise for uint64_t vs int64_t and vec vs mat in some places.	2026-05-16 20:37:05 +02:00
Bausager	48f329feef	Regulaization ... Started on regulaization in Loss.h. I need to refactor the matsum.h since I need a total sum over the matrix. Also matmul needs a elementwise matmul function, which is the next this in the ragulaization	2026-01-03 22:10:50 +01:00
Bausager	e5f8c91be4	Optimizers - Part 1 ... Done with SGD and Adagrad, still need to optimize them but they work.	2026-01-01 19:23:48 +01:00
Bausager	bd2edea8ef	p.238 in NNFS	2025-12-23 14:47:40 +01:00
Bausager	22d6ea5fad	Backwards Pass ... Activation Softmax with CategoricalCrossentrophy is almost done from page. 234	2025-10-20 14:23:36 +02:00
Bausager	7fe6be9ba7	Backwards - ReLU & Dense Lasyer ... Made the backwards for dense layers and ReLU, but I think I soon need to refactor some code to make it all steamlined.	2025-10-09 10:43:45 +02:00
Bausager	c164d790db	NNFS p.135 ... Started on the iteration, not need to rewrite matadd.h and need to make matrandom.h.	2025-10-07 19:06:33 +02:00
Bausager	66b3a4ee6b	CatagoricalCrossentrophy ... Fixed the loss functions for categories and is ready for accuracy calculation on page 129	2025-10-07 13:09:25 +02:00
Bausager	ea359f3b09	Started Loss, done softmax, up to p.125 ... I've implemented alot of support functions that needs to be refactored, optimised and tested; mean.h, exponential.h, matdiv.h matsum.h matsubtract.h. Maybe we need to have a look at if matdiv/matmul should be in the same. Same with matadd/matsubtract and if some of it should be in matvec.h.	2025-10-05 19:47:56 +02:00
Bausager	88227a38fc	Neural Network ... Started on implementing neural network from NNFS. I've done ReLU and stopped at p.104. Softmax is not ready.	2025-10-03 20:54:37 +02:00