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
6b8a7ab582
refactor
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almost complete. Need to doublecheck names for functions in *_serial.h
2026-01-18 17:51:05 +01:00
Bausager
9709949a5b
Refactor progress
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Next step is ramdom and equal. I also need to have a look at add and the serial naming of the functions.
2026-01-13 20:07:27 +01:00
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
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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
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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
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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
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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
Bausager