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Noether Framework documentation

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The Noether Framework

Introduction to Noether Framework
Design Principles and Limitations
Key Concepts
Noether Model Zoo
Noether Dataset Zoo

Tutorials

Prerequisites
Getting Started: Install & Verify
Training First Model (with Configs)
Training First Model (with Code)
Walkthrough
Scaffolding a New Project

How-to Guides
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Reference

Disk Caching
Hardware Allocation & Training Configurations
Configuration Inheritance
API Reference
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- noether.core
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  - noether.core.callbacks
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    - noether.core.callbacks.base
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    - noether.core.callbacks.default
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    - noether.core.callbacks.online
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      - noether.core.callbacks.online.best_metric
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    - noether.core.callbacks.periodic
  - noether.core.configs
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    - noether.core.configs.hyperparameters
  - noether.core.constants
  - noether.core.distributed
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    - noether.core.distributed.config
    - noether.core.distributed.gather
    - noether.core.distributed.reduce
    - noether.core.distributed.run
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      - noether.core.distributed.run.managed
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    - noether.core.distributed.utils
  - noether.core.extractors
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    - noether.core.extractors.forward_hook
  - noether.core.factory
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  - noether.core.initializers
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  - noether.core.models
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  - noether.core.optimizer
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    - noether.core.optimizer.lion
    - noether.core.optimizer.optimizer_wrapper
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  - noether.core.presets
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    - noether.core.presets.base
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  - noether.core.providers
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    - noether.core.providers.metric_property
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  - noether.core.schedules
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  - noether.core.schemas
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    - noether.core.schemas.normalizers
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    - noether.core.schemas.schedules
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  - noether.core.scripts
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  - noether.core.trackers
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  - noether.core.types
  - noether.core.utils
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  - noether.core.writers
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- noether.data
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  - noether.data.datasets
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        noether.data.datasets.cfd.caeml.ahmedml.dataset
        
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        noether.data.datasets.cfd.caeml.dataset
        
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        noether.data.datasets.cfd.caeml.drivaerml.split
        
        noether.data.datasets.cfd.caeml.filemap
        
        noether.data.datasets.cfd.caeml.preprocessing
      - noether.data.datasets.cfd.dataset
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        noether.data.datasets.cfd.shapenet_car.dataset
        
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        noether.data.datasets.cfd.shapenet_car.preprocessing
        
        noether.data.datasets.cfd.shapenet_car.split
  - noether.data.pipeline
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    - noether.data.pipeline.batch_processor
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  - noether.data.preprocessors
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  - noether.data.samplers
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  - noether.data.stats
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- noether.inference
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  - noether.inference.runners
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- noether.io
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  - noether.io.aistore
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  - noether.io.interfaces
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- noether.modeling
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  - noether.modeling.functional
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  - noether.modeling.models
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- noether.scaffold
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- noether.training
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noether.core.presets.model_defaults¶

Attributes¶

MODEL_DEFAULTS

Module Contents¶

noether.core.presets.model_defaults.MODEL_DEFAULTS: dict[str, Any]¶

noether.core.providers

noether.core.presets.base

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noether.core.presets.model_defaults
- Attributes
- Module Contents
  - MODEL_DEFAULTS