eneural_net 1.1.0 changelog

1.1.0 #

ActivationFunction:
- Added field flatSpot for derivativeEntryWithFlatSpot().
- Added ActivationFunctionLinear.
- ActivationFunctionSigmoid: activation with bounds (-700 .. 700).
Improved collections and numeric extensions.
Improved DataStatistics and add CSV generator.
Signal:
- Added SIMD related operations.
- Added: computeSumSquaresMean, computeSumSquares, valuesAsDouble.
- Set extra values (out of length range): setExtraValuesToZero, setExtraValuesToOne, setExtraValues.
- Improved documentation.
Sample:
- Input/Output statistics and proximity.
Added SamplesSet:
- With per set computed defaultTargetGlobalError.
- Automatic removeConflicts.
Training:
- Split into Propagation and ParameterStrategy, allowing other algorithms.
- Added Backpropagation with SIMD, smart learning rate and smart momentum.
- Added iRprop+.
- Added TrainingLogger.
- Added selectInitialANN.
ANN:
- Optional bias neuron.
- Allow different ActivationFunction for each layer.