Bausager
642bba1198
Softmax + Categorical Crossentropy
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I fixed the activation+loss function, you can't select it directly, it automaticly uses it if it can. I also fixed one-hot generator. Still haven't tested the activation + loss nor any other backward function. I'll do that when I get to the optimizers which is next.
2026-08-06 09:53:03 +02:00
Bausager
fecb4c70b1
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Maybe backward on activation+loss works
2026-08-04 21:27:11 +02:00
Bausager
28c1976fb1
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Trying do make the backward to work
2026-08-04 21:05:20 +02:00
Bausager
b52c128496
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I've created the optimizer class
2026-08-04 18:55:30 +02:00
Bausager
11da534fd6
Done with activation softmax backwards
2026-07-31 19:08:57 +02:00
Bausager
d7b74ab40f
Making loss_categorical_crossentropy
2026-07-30 22:23:06 +02:00
Bausager
70e80327ef
Activation Softmax Forward done
2026-07-30 18:56:27 +02:00
Bausager
e6e9fe1026
max.hpp is done
2026-07-29 21:28:29 +02:00
Bausager
f5e0ee209b
first model
2026-07-29 17:34:22 +02:00
Bausager
47671354ce
mul.cpp/hpp
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added math/mul.cpp/hpp, not tested but should work
2026-07-28 20:09:16 +02:00
Bausager
c7e87fe191
model.cpp/hpp
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I made the model struct to store layers. I'm still missing the backward functions, but it's functional
2026-07-28 19:36:26 +02:00
Bausager
441540a996
Started on Random Library
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I made seed and uniform functions, but they are not omp friendly. They are runnning omp themself, but is not safe for threading/parallizing. Uniform is aproximated and is NOT validaded up against a real uniform distribution.
2026-07-28 17:32:49 +02:00
Bausager
52684e6b8a
Initial comments done
2026-07-27 08:52:23 +02:00
Bausager
a30b410f89
Comment rewrite
2026-07-25 14:54:13 +02:00
Bausager
189d605bfa
Dense Layer, Add
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added the dense layer with a forward functions. I also made the add functions for most cases.
2026-06-25 19:43:07 +02:00
Bausager
cfbb06537d
Created first files for neural networks, empthy
2026-06-23 21:22:42 +02:00
Bausager
a791201f3a
Matrix
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First matrix implementation with print_matrix in io
2026-06-23 20:28:11 +02:00
Bausager
77d2dad320
First omp
2026-06-23 15:07:55 +02:00
Bausager
b842990cd4
initial push
2026-06-23 09:35:43 +02:00
Bausager