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chronocratic-models

  • Quick Start
  • Changelog
  • Contributing
  • API Reference
  • Quick Start
  • Changelog
  • Contributing
  • API Reference

Section Navigation

  • Dilated Convolutional Models
  • Standard Convolutional Models
  • Transformer Models
  • Recurrent Models
  • Generative Models
  • Encoding Mixins
  • Augmentation Framework
  • Supervised Fine-tuning
  • Distance Metrics
  • Shared Layers
  • Model Protocols
  • API Reference

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

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