Write up all classes in Java (will have to explore plotting and dataframe methods) - Githubissues

mghosh00 / BasicNeuralNetwork

A python and java package to train neural networks for n-dimensional datapoints.

https://github.com/mghosh00/BasicNeuralNetwork

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Write up all classes in Java (will have to explore plotting and dataframe methods) #12

Closed mghosh00 closed 5 months ago

mghosh00 commented 5 months ago

Here is a list of packages that need to be created for this issue:

[x] components
[x] data_generators
[x] functions
[x] learning
[x] util

mghosh00 commented 5 months ago

Subtasks

components
[x] Edge
[x] Layer
[x] Network
[x] Neuron
data_generators
[x] DataGenerator (abstract)
[x] DataGenerator plotting method (once Plotter class is finished)
[x] NormalDataGenerator
[x] UniformDataGenerator
functions
[x] Activator (interface)
[x] CrossEntropyLoss
[x] LeakyReLU
[x] MSELoss
[x] Sigmoid
[x] Softmax
[x] Transfer
learning
[x] Learner (abstract)
[x] Tester
[x] Trainer
[x] Validator
util
[x] DataSplitter
[x] Header (enum)
[x] Partitioner
[x] Plotter
[x] WeightedPartitioner