Commit Graph

13 Commits

Author SHA1 Message Date
Bausager 48f329feef Regulaization
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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 22d6ea5fad Backwards Pass
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Activation Softmax with CategoricalCrossentrophy is almost done from page. 234
2025-10-20 14:23:36 +02:00
Bausager 7fe6be9ba7 Backwards - ReLU & Dense Lasyer
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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
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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
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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
Bausager a86410fda7 diffusion.h
I'm done with the backbone of it, I haven't had feedback on it.
2025-09-29 20:54:06 +02:00
Bausager 513f071748 Ready for fvm steady case 2025-09-21 20:57:02 +02:00
Bausager 3a53b6ebf7 interpolation1d
done single-threded 1d interpolations; linear, rational, cubic spline, polynomial and barycentric. Still not done test functions yet. Still missing multi-core options.
2025-09-18 20:18:27 +02:00
Bausager 92437e5ef1 LU and LU inverse is done 2025-09-14 18:35:37 +02:00
Bausager 88087ea6a6 Finishing up and starting lu decomp 2025-09-13 21:44:20 +02:00
Bausager 320436ce98 ready for parralization 2025-09-12 22:58:52 +02:00