v0.1.5

Huge auto generated doc enhance and new examples

v0.1.4

New features:

• adding the ability to work with latent space dimensions through the new LatentSpaceModule
• adding new LatentSpaceModule block to the ForecasterBase with corresponding features
• updating corresponding doc examples

Code refactor:

• minor code refactoring
• updating some doc examples

v0.1.3

• fixing calculating of channels in Builder using proportion

v0.1.2

• Fixing padding bug in convolution blocks of several convolution layers
• Removing mandatory initialization of input_size in Builder (+ adding new validations for create sequence builder methods)
• Improving typing of function parameters
• Improving Builder class encapsulation
• Restructuring code namespaces
• Updating and improving doc examples

v0.1.1

• updating ForecasterBase interface
• fixing bug with 3d decoder output in ForecasterBase
• adding new validation functions
• updating doc
• updating linter script
• renaming channel growth param value ratio -> exponential
• adding new channel growth param value power (now by default in ForecasterBase)

v0.1.0

Code refactoring:

• decomposition of functions into different files
• restructuring of namespaces during import
• adding a linter pipeline after each push action in pull-requests
• adding a linter script for the developers
• refactoring all code logic with linter
• updating doc

New features:

• new normalization in the convolution block as InstanceNormNd
• new adaptive pooling in the decoder as AdaptiveMaxPoolNd
• new channels counters like linear and constant
• ascending param is replaced by channel_growth_rate which can be ratio (same as ascending = False), proportion (same as ascending = True), linear and constant
• new 3d convolutions in ForecasterBase