Robustness Gym
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Getting Started
Installation
Installing the Robustness Gym package
Install with pip
Optional Installation
Progress bars in Jupyter
TextBlob setup
Installing Spacy GPU
Installing neuralcoref
Robustness Gym in a Nutshell
The Big Picture
The Robustness Gym Workflow
1. Load some data
2. Compute and cache side-information
3. Build slices
3.1 Evaluation Sets
3.2 Subpopulations
3.3 Transformations
3.4 Attacks
4. Evaluate slices
Quickstart
Building Slices
Caching Information
API Reference
robustnessgym.active package
Submodules
robustnessgym.active.ais module
robustnessgym.active.mandoline module
Module contents
robustnessgym.core package
Submodules
robustnessgym.core.constants module
robustnessgym.core.dataset_to_task module
robustnessgym.core.decorators module
robustnessgym.core.devbench module
robustnessgym.core.identifier module
robustnessgym.core.metrics module
robustnessgym.core.model module
robustnessgym.core.operation module
robustnessgym.core.slice module
robustnessgym.core.storage module
robustnessgym.core.testbench module
robustnessgym.core.tools module
robustnessgym.core.version module
Module contents
robustnessgym.demos package
Submodules
robustnessgym.demos.operation module
Module contents
robustnessgym.logging package
Submodules
robustnessgym.logging.utils module
Module contents
robustnessgym.nlp package
Module contents
robustnessgym.ops package
Submodules
robustnessgym.ops.activation module
robustnessgym.ops.allen module
robustnessgym.ops.bootleg module
robustnessgym.ops.similarity module
robustnessgym.ops.spacy module
robustnessgym.ops.stanza module
robustnessgym.ops.strip_text module
robustnessgym.ops.textblob module
Module contents
robustnessgym.report package
Submodules
robustnessgym.report.report module
Module contents
robustnessgym.slicebuilders package
Subpackages
robustnessgym.slicebuilders.attacks package
robustnessgym.slicebuilders.subpopulations package
robustnessgym.slicebuilders.transformations package
Submodules
robustnessgym.slicebuilders.attack module
robustnessgym.slicebuilders.slicebuilder module
robustnessgym.slicebuilders.slicebuilder_collection module
robustnessgym.slicebuilders.subpopulation module
robustnessgym.slicebuilders.subpopulation_collection module
robustnessgym.slicebuilders.transformation module
Module contents
robustnessgym.tasks package
Submodules
robustnessgym.tasks.schema module
robustnessgym.tasks.task module
Module contents
Robustness Gym
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API Reference
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robustnessgym.logging package
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robustnessgym.logging package
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Submodules
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robustnessgym.logging.utils module
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