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Issues list

Add parameters regularization (lasso, ridge...) enhancement New feature or request
#1 by aromanro was closed Feb 2, 2024 Further enhancements
@aromanro
1
Add more stochastic gradient descent methods enhancement New feature or request
#2 by aromanro was closed Feb 2, 2024 Further enhancements
@aromanro
1
Add a scaler enhancement New feature or request
#5 by aromanro was closed Mar 17, 2023
@aromanro
Add batch normalization enhancement New feature or request
#6 by aromanro was closed Jun 3, 2023 Further enhancements
@aromanro
3
Add dropout enhancement New feature or request
#7 by aromanro was closed Apr 5, 2023 Further enhancements
@aromanro
2
Enhance initialisation of weights enhancement New feature or request
#9 by aromanro was closed Mar 27, 2023 Examples/tests for minst dataset
@aromanro
Statistics for softmax and neural network with a softmax at the end enhancement New feature or request
#10 by aromanro was closed Mar 28, 2023 Examples/tests for minst dataset
@aromanro
Add overall accuracy (% correct) for Iris dataset as well, for softmax and neural network stats enhancement New feature or request
#11 by aromanro was closed Apr 5, 2023 Examples/tests for minst dataset
@aromanro
Add saving/loading for the neural net enhancement New feature or request
#14 by aromanro was closed Apr 19, 2023 Further enhancements
@aromanro
For EMNIST dataset, split training data into training and validation... enhancement New feature or request
#15 by aromanro was closed Apr 15, 2023 Examples/tests for minst dataset
@aromanro
For EMNIST dataset, do some affine transformations (except reflections) for data augmentation enhancement New feature or request
#16 by aromanro was closed Apr 21, 2023 Further enhancements
@aromanro
2
Add the possibility to 'skip' layers enhancement New feature or request
#17 by aromanro was closed Feb 2, 2024 Further enhancements
@aromanro
1
Add ensembles example enhancement New feature or request
#20 by aromanro was closed Jun 28, 2023 Further enhancements
@aromanro
1
Try categorical cross-entropy loss instead of the cross-entropy loss currently used enhancement New feature or request
#26 by aromanro was closed May 4, 2023 Further enhancements
@aromanro
1
Add AdamW enhancement New feature or request
#29 by aromanro was closed Sep 10, 2023
@aromanro
1
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