alpha-0.2.7

What's Changed

• Add batching to the training process to reduce functions calls to activations and optimizers by @neelthepatel8 in #36

Full Changelog: alpha-0.2.6...alpha-0.2.7

alpha-0.2.6

What's Changed

• add dataset loader for popular dataset mnist by @neelthepatel8 in #34

Full Changelog: alpha-0.2.5...alpha-0.2.6

alpha-0.2.5

What's Changed

• add contributions for opensource by @cwcoogan in #26
• 28 add k fold cross validation by @cwcoogan in #31
• Add pipeline script to publish new pypi version by @cwcoogan in #33

Full Changelog: alpha-0.2.4...alpha-0.2.5

alpha-0.2.4

New Optimizers and Activations 🚀

What's Changed

• Fix image preprocessors and add single predict to nn by @neelthepatel8 in #20
• Tanh and leakyReLU activations added by @cwcoogan in #21
• Add Adam, RMSProp and SGDMomentum optimizers by @neelthepatel8 in #22
• Factor out loss functions to diferent classes by @neelthepatel8 in #23
• Add Initializers and factor out logic from layer to class by @neelthepatel8 in #24
• change leaky relu derivative and force change output layer to sigmoid… by @cwcoogan in #25

Full Changelog: alpha-0.2.3...alpha-0.2.4

alpha-0.2.3

Save & Load models from .h5

What's Changed 🚀

• add load model functionality to get layers wts bias activation fn by … by @cwcoogan in #19

Full Changelog: alpha-0.2.2...alpha-0.2.3

alpha-0.2.2

Vectorization Update!

Changed from using a neuron class and managing neurons in the layer to directly storing weights and inputs in the array. Achieved speeds almost 10x faster than old code and comparing to tensorflow is about a delta of 1 second for any datasize.

What's Changed

• Vectorize all multiplications and calculations by @neelthepatel8 in #17
• Save model by @cwcoogan in #18

Full Changelog: alpha0.2.1...alpha-0.2.2

alpha0.2.1

alpha release 0.2.1 🚀

• Change python version from ^3.11 to ^3.9 to support google colab

Full Changelog: alpha...alpha0.2.1

Alpha 0.2.0 Full Release

Alpha 0.2.0 full release 🚀

What's Changed

• Chase by @cwcoogan in #1
• Chase1 by @cwcoogan in #2
• fix imports and routes by @cwcoogan in #3
• fix module imports, add python gitignore. by @neelthepatel8 in #4
• Activations by @neelthepatel8 in #5
• Activations by @neelthepatel8 in #6
• Chase3 by @cwcoogan in #7
• Chase5 by @cwcoogan in #8
• add typecheck for scalar values by @cwcoogan in #9
• setup neural net class && poetry by @cwcoogan in #10
• Dataloader by @neelthepatel8 in #11
• Add data scaler Min max and add util generator by @neelthepatel8 in #12
• Neuralnet by @cwcoogan in #13
• Preprocessing by @cwcoogan in #14
• Grayscaler by @cwcoogan in #15
• fix to work with all img types by @cwcoogan in #16

New Contributors

• @cwcoogan made their first contribution in #1
• @neelthepatel8 made their first contribution in #4

Full Changelog: https://github.com/ncxlib/NeuralNetwork/commits/alpha0.2.0

Alpha 0.2.0

Alpha version 0.2.0 realease 🚀

What's Changed

• Chase by @cwcoogan in #1
• Chase1 by @cwcoogan in #2
• fix imports and routes by @cwcoogan in #3
• fix module imports, add python gitignore. by @neelthepatel8 in #4
• Activations by @neelthepatel8 in #5
• Activations by @neelthepatel8 in #6
• Chase3 by @cwcoogan in #7
• Chase5 by @cwcoogan in #8
• add typecheck for scalar values by @cwcoogan in #9
• setup neural net class && poetry by @cwcoogan in #10
• Dataloader by @neelthepatel8 in #11
• Add data scaler Min max and add util generator by @neelthepatel8 in #12
• Neuralnet by @cwcoogan in #13
• Preprocessing by @cwcoogan in #14
• Grayscaler by @cwcoogan in #15
• fix to work with all img types by @cwcoogan in #16

New Contributors

• @cwcoogan made their first contribution in #1
• @neelthepatel8 made their first contribution in #4

Full Changelog: https://github.com/ncxlib/NeuralNetwork/commits/alpha