API Reference# Detailed API documentation for chronocratic.models and its submodules. Model Families# Dilated Convolutional Models TS2Vec CoST AutoTCL Standard Convolutional Models Series2Vec TSTCC FCN (MCL) Transformer Models TST Recurrent Models RecurrentAutoEncoder TimeNet Generative Models TimeVAE Encoding Mixins BasicEncodingMixin PoolingEncodingMixin Infrastructure# Augmentation Framework Base Types Producers Primitives Decorators Trainable Support Supervised Fine-tuning SupervisedModule Factory Functions Distance Metrics SoftDTW Shared Layers BandedFourierLayer LevelModel ResidualConnection SeasonalLayer TrendLayer Model Protocols Overview Available Protocols Usage Implementation Details