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deel-ai
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oodeel
Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.
https://deel-ai.github.io/oodeel/
MIT License
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Appropriate tests for methods that do not work on blobs
#95
paulnovello
opened
2 months ago
0
Clarify that we expect models without softmax activation at the end
#94
cofri
opened
4 months ago
0
Fix Mahalanobis and RMDS methods
#93
cofri
opened
6 months ago
1
feat: option to use faiss-gpu for dknn
#92
y-prudent
closed
6 months ago
1
Add tqdm to list of oodeel dependencies
#91
cofri
opened
6 months ago
1
On taking the maximum projection on SHE patterns
#90
paulnovello
opened
7 months ago
0
RMDS (Relative Mahalanobis Distance), a new OOD detector
#89
jdalch
closed
7 months ago
1
SCALE + ASH methods
#88
paulnovello
opened
7 months ago
1
SHE (Simplified Hopfield Energy) OOD detector
#87
paulnovello
closed
6 months ago
1
SHE (Simplified Hopfield Energy) OOD detector
#86
paulnovello
closed
7 months ago
0
Fix/methods
#85
y-prudent
closed
7 months ago
1
GEN (Generalized Entropy): a new OOD detector
#84
cofri
closed
7 months ago
1
Reformat doc section relative to OOD methods
#83
y-prudent
opened
1 year ago
0
Update README.md
#82
y-prudent
closed
1 year ago
1
New plots
#81
y-prudent
opened
1 year ago
0
Change default value of nearest in DKNN to 50
#80
y-prudent
opened
1 year ago
0
Hide private methods in API reference (MkDocs)
#79
y-prudent
opened
1 year ago
1
Add MSP class as a partial of MLS with output_activation set to "softmax"?
#78
y-prudent
opened
1 year ago
0
Feat/patch permutation
#77
y-prudent
closed
9 months ago
1
docs: replace mathjax extension with katex to render latex
#76
y-prudent
closed
1 year ago
1
Fix/logits concat
#75
paulnovello
closed
1 year ago
1
refactor: logits as attributes of FeatureExtractor
#74
paulnovello
closed
1 year ago
1
Logits as attribute of the FeatureExtractor?
#73
paulnovello
closed
1 year ago
0
Refactor/feature layers id in fit
#72
paulnovello
closed
1 year ago
1
React automatically applies to the -2th layer of the model
#71
paulnovello
opened
1 year ago
0
score() returns information with predictions and labels
#70
cofri
closed
1 year ago
1
Feature concatenation
#69
paulnovello
opened
1 year ago
0
output_layer_id should be required in the fit instead of instanciation of ood detector
#68
y-prudent
closed
1 year ago
0
docs: update plots in doc tutorials
#67
y-prudent
closed
1 year ago
1
Update plots in docs/pages notebooks
#66
y-prudent
closed
1 year ago
0
Fix/training fns
#65
y-prudent
closed
1 year ago
1
Fix/envs
#64
y-prudent
closed
1 year ago
1
FeatureExtractor.predict() can now return labels in addition to features
#63
cofri
closed
1 year ago
2
fix: raise error when fit_dataset required and not provided
#62
y-prudent
closed
1 year ago
1
Feat/enforce output choice
#61
paulnovello
closed
1 year ago
2
Fix/feedback louis
#60
y-prudent
closed
1 year ago
1
OODDataset name is confusing
#59
cofri
opened
1 year ago
1
Apply feedback from Louis
#58
paulnovello
closed
1 year ago
1
Fancy plots module
#57
y-prudent
closed
1 year ago
1
Homogenize preprocess_fn between torch and tf
#56
y-prudent
closed
1 year ago
2
Add option to return features + labels in feature extractors
#55
y-prudent
closed
1 year ago
0
Squeeze labels in fit_to_dataset function for Mahalanobis
#54
cofri
closed
1 year ago
1
Remove tf.function in gradient operator to avoid multiple useless retracings
#53
cofri
closed
1 year ago
1
performances issues in tf
#52
paulnovello
opened
1 year ago
0
Enforce user to fit dataset when needed in a baseline
#51
y-prudent
closed
1 year ago
0
Add configuration for coverage + unit tests for metrics
#50
cofri
closed
1 year ago
1
Test detectors on an OOD task
#49
y-prudent
closed
1 year ago
1
Add score_predict to avoid duplicate forwards when also using the model for inference
#48
paulnovello
closed
1 year ago
0
General remarks on docs
#47
paulnovello
opened
1 year ago
0
Coverage github actions (PR report + badge)
#46
y-prudent
closed
1 year ago
2
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