Dropout Layer

Implemented rng::uniform and rng::binomial for single values, vectors and matrices. implemeted dropout layers and tested it. Also fixed the validation code. Before it used y one place, now it uses y_test as it should.
This commit is contained in:
2026-05-21 15:38:49 +02:00
parent be2c193341
commit eb0a49591e
14 changed files with 395 additions and 116 deletions
@@ -251,6 +251,13 @@ examples/dense-neural-network/CMakeFiles/dense-neural-network.dir/main.cpp.o: \
/home/atlas/Documents/Git/Flux/include/modules/neural_networks/datasets/spiral.h \
/home/atlas/Documents/Git/Flux/include/modules/neural_networks/datasets/vertical.h \
/home/atlas/Documents/Git/Flux/include/modules/neural_networks/layers/Dense_Layer.h \
/home/atlas/Documents/Git/Flux/include/modules/neural_networks/layers/Dropout_Layer.h \
/home/atlas/Documents/Git/Flux/include/random/random.h \
/home/atlas/Documents/Git/Flux/include/random/engine.h \
/home/atlas/Documents/Git/Flux/include/random/uniform.h \
/home/atlas/Documents/Git/Flux/include/random/detail/uniform_serial.h \
/home/atlas/Documents/Git/Flux/include/random/binomial.h \
/home/atlas/Documents/Git/Flux/include/random/detail/binomial_serial.h \
/home/atlas/Documents/Git/Flux/include/modules/neural_networks/activation_functions/Activation_ReLU.h \
/home/atlas/Documents/Git/Flux/include/modules/neural_networks/activation_functions/Activation_Softmax.h \
/home/atlas/Documents/Git/Flux/include/modules/neural_networks/activation_functions/Activation_Softmax_Loss_CategoricalCrossentropy.h \