Neupy v0.8.0 Release Notes
Release Date: 2019-01-28 // about 5 years ago-
Main changes:
- ๐ New design for the layer graphs and layers
- ๐ Changed inline operators
>
(still supported) to>>
and lists to|
operator for parallel connections - Added 2 new step decay algorithms, namely
exponential_decay
andpolynomial_decay
- ๐ New regularizers
- ๐ New signals functionality, can be extended with classes (
signals
attribute) - โก๏ธ Tensorflow optimizers are used instead of self-implemented functions
- โ Added
GroupNorm
layer - ๐ Changed behavior for the the
predict
methods - โ Added
show
method to the networks - โ Added plot_errors for the optimizers with better and more accurate visualizations
Small changes:
- โก๏ธ The
error
parameters for optimizers was renamed toloss
- ๐ Changed summary format in the logs
- Removed
training_errors
andvalidation_errors
and it were replaced with newerrors
attribute - ๐ Renamed the
prediction_error
method toscore
Misc:
- ๐จ Big code refactoring
- ๐ Better exceptions
โ Removed
- โ Add-ons were removed
- ๐ง Tuple of integer as network configuration
- โ Removed RBFKmeans
- Removed
train_end_signal
andepoch_end_signal
- โ Removed
plots.error_plot
function - โ Removed
plots.network_structure
function