1 unstable release
0.1.0  Feb 28, 2022 

#394 in Machine learning
11KB
186 lines
FFNN  a very simple feedforward neural network library
Not useful yet, still a WIP.
TODO

Add documentation

Backward propagation

Batched backprop

Adam optimizer

Softmax activation

Dropout

Genetic algorithm utils?

Multiple cost functions
 Binary cross entropy
 Categorical cross entropy
 Mean squared error

Maybe multiple optimization methods (not just gradient descent)

Thread pool to increase performance

Use GPU
Create some examples
 MNIST digits
 XOR function
 Sine wave
Done
 Forward propagation
 Add bias nodes
 Move initialization to the builder
 Multiple activation functions
References
Dependencies
~3MB
~62K SLoC