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nathanhubensnathanhubens
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refactor!: move sensitivity analysis to fasterrecipes (BREAKING)
analyze_sensitivity, SensitivityAnalyzer, SensitivityResult, LayerSensitivity moved to fasterrecipes.sensitivity (decisions live in fasterrecipes; fasterai holds compression mechanisms only). fasterai.analyze.sensitivity now raises a helpful ImportError via a PEP-562 __getattr__ stub (no functional re-export — fasterai must not import fasterrecipes). _modidx pruned; quarto sidebar entries and the sensitivity tutorial removed (tutorial moved to fasterrecipes). Validated: nbdev-test stub green; import fasterai OK; stub raises with guidance.
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‎CHANGELOG.md‎

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<!-- do not remove -->
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## Unreleased
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### Breaking Changes
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- **BREAKING**: Sensitivity analysis (`analyze_sensitivity`, `SensitivityAnalyzer`, `SensitivityResult`, `LayerSensitivity`) moved out of fasterai into the higher-level FasterAI workflow package; `fasterai.analyze.sensitivity` now raises `ImportError`. fasterai holds compression mechanisms only. See the FasterAI docs for the new import path.
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## 0.3.3
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### Bug Fixes

‎fasterai/_modidx.py‎

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'doc_host': 'https://FasterAI-Labs.github.io',
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'git_url': 'https://github.com/FasterAI-Labs/fasterai',
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'lib_path': 'fasterai'},
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'syms': { 'fasterai.analyze.sensitivity': { 'fasterai.analyze.sensitivity.LayerSensitivity': ( 'analyze/sensitivity.html#layersensitivity',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.LayerSensitivity.as_dict': ( 'analyze/sensitivity.html#layersensitivity.as_dict',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer': ( 'analyze/sensitivity.html#sensitivityanalyzer',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer.__init__': ( 'analyze/sensitivity.html#sensitivityanalyzer.__init__',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._apply_sparsity': ( 'analyze/sensitivity.html#sensitivityanalyzer._apply_sparsity',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._apply_structural_pruning': ( 'analyze/sensitivity.html#sensitivityanalyzer._apply_structural_pruning',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._apply_weight_quantization': ( 'analyze/sensitivity.html#sensitivityanalyzer._apply_weight_quantization',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._build_dependency_groups': ( 'analyze/sensitivity.html#sensitivityanalyzer._build_dependency_groups',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._channel_signature': ( 'analyze/sensitivity.html#sensitivityanalyzer._channel_signature',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._cleanup_sparsifier': ( 'analyze/sensitivity.html#sensitivityanalyzer._cleanup_sparsifier',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._clone_model': ( 'analyze/sensitivity.html#sensitivityanalyzer._clone_model',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._compute_qparams_asymmetric': ( 'analyze/sensitivity.html#sensitivityanalyzer._compute_qparams_asymmetric',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._compute_qparams_symmetric': ( 'analyze/sensitivity.html#sensitivityanalyzer._compute_qparams_symmetric',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._create_activation_quantize_hook': ( 'analyze/sensitivity.html#sensitivityanalyzer._create_activation_quantize_hook',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._fake_quantize_per_channel': ( 'analyze/sensitivity.html#sensitivityanalyzer._fake_quantize_per_channel',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._fake_quantize_per_tensor': ( 'analyze/sensitivity.html#sensitivityanalyzer._fake_quantize_per_tensor',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._fresh_copy': ( 'analyze/sensitivity.html#sensitivityanalyzer._fresh_copy',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._get_compressible_layers': ( 'analyze/sensitivity.html#sensitivityanalyzer._get_compressible_layers',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._init_sparsifier': ( 'analyze/sensitivity.html#sensitivityanalyzer._init_sparsifier',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._out_dim': ( 'analyze/sensitivity.html#sensitivityanalyzer._out_dim',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._quiet': ( 'analyze/sensitivity.html#sensitivityanalyzer._quiet',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._remove_activation_hooks': ( 'analyze/sensitivity.html#sensitivityanalyzer._remove_activation_hooks',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._restore_layer': ( 'analyze/sensitivity.html#sensitivityanalyzer._restore_layer',
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'fasterai.analyze.sensitivity.SensitivityAnalyzer._setup_activation_hooks': ( 'analyze/sensitivity.html#sensitivityanalyzer._setup_activation_hooks',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityAnalyzer.analyze': ( 'analyze/sensitivity.html#sensitivityanalyzer.analyze',
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'fasterai.analyze.sensitivity.SensitivityAnalyzer.sweep': ( 'analyze/sensitivity.html#sensitivityanalyzer.sweep',
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'fasterai.analyze.sensitivity.SensitivityResult': ( 'analyze/sensitivity.html#sensitivityresult',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityResult.__post_init__': ( 'analyze/sensitivity.html#sensitivityresult.__post_init__',
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'fasterai.analyze.sensitivity.SensitivityResult.as_dict': ( 'analyze/sensitivity.html#sensitivityresult.as_dict',
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'fasterai.analyze.sensitivity.SensitivityResult.plot': ( 'analyze/sensitivity.html#sensitivityresult.plot',
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'fasterai.analyze.sensitivity.SensitivityResult.summary': ( 'analyze/sensitivity.html#sensitivityresult.summary',
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'fasterai.analyze.sensitivity.SensitivityResult.to_dataframe': ( 'analyze/sensitivity.html#sensitivityresult.to_dataframe',
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'fasterai.analyze.sensitivity.SensitivityResult.to_layer_targets': ( 'analyze/sensitivity.html#sensitivityresult.to_layer_targets',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.SensitivityResult.top': ( 'analyze/sensitivity.html#sensitivityresult.top',
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'fasterai/analyze/sensitivity.py'),
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'fasterai.analyze.sensitivity.analyze_sensitivity': ( 'analyze/sensitivity.html#analyze_sensitivity',
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'fasterai/analyze/sensitivity.py')},
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'syms': { 'fasterai.analyze.sensitivity': { 'fasterai.analyze.sensitivity.__getattr__': ( 'analyze/sensitivity.html#__getattr__',
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'fasterai/analyze/sensitivity.py')},
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'fasterai.core.all': {},
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'fasterai.core.criteria': { 'fasterai.core.criteria.Criteria': ('core/criteria.html#criteria', 'fasterai/core/criteria.py'),
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'fasterai.core.criteria.Criteria.__call__': ( 'core/criteria.html#criteria.__call__',

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