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koaning
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doubtlab
Doubt your data, find bad labels.
https://koaning.github.io/doubtlab/
MIT License
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17
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Is outlier detection dependent on the interrogated data point being in the IsolationForest
#52
grofte
closed
10 months ago
3
Label properties (or meta data) that make it less likely that a label is correct
#51
grofte
closed
1 year ago
6
Improve Docs for `from_proba`-esque methods for Keras users
#50
lambda-science
opened
1 year ago
8
upgrade-version
#49
koaning
closed
2 years ago
0
false positive/false negative feature
#48
koaning
closed
2 years ago
0
Consider false positive/false negatives
#47
koaning
closed
2 years ago
0
Bootstrap Tutorial
#46
koaning
closed
2 years ago
0
fix from_proba docs
#45
koaning
closed
2 years ago
0
Upgraded cleanlab and package fixes
#44
duarteocarmo
closed
2 years ago
6
Issue with cleanlab upgrading to v2
#43
duarteocarmo
closed
2 years ago
1
Performance
#42
koaning
closed
2 years ago
0
Issue 40
#41
koaning
closed
2 years ago
0
Minor bug in LongConfidenceReason
#40
adam444555
closed
2 years ago
1
Make the `proba` feature more search-able
#39
koaning
closed
2 years ago
0
docs
#38
koaning
closed
2 years ago
0
Benchmarking tools
#37
koaning
closed
2 years ago
0
Consider a fairlearn demo.
#36
koaning
closed
10 months ago
0
FAQ added
#35
koaning
closed
2 years ago
0
Small typo fix in README
#34
adrianholovaty
closed
2 years ago
0
Added `from_predict` methods for consistency.
#33
koaning
closed
2 years ago
0
WIP: Benchmarking tools.
#32
koaning
closed
2 years ago
1
Add `flip_labels` function.
#31
koaning
closed
2 years ago
0
upgrade version for standardized error reason
#30
koaning
closed
2 years ago
0
Issue #28, StandardizedErrorReason class
#29
FBruzzesi
closed
2 years ago
1
`QuantileDifferenceReason` and `StandardDeviationReason`
#28
FBruzzesi
closed
2 years ago
31
V0.1.4
#27
koaning
closed
2 years ago
0
Makefile update
#26
koaning
closed
2 years ago
0
Add example to docs that shows lambda X, y: y.isna()
#25
juanitorduz
closed
2 years ago
4
A few fixes and a proposal for the ShannonExntropyReason
#24
Garve
closed
2 years ago
3
WIP add `from_` static methods.
#23
koaning
closed
2 years ago
1
MarginConfidenceReason should punish low margins
#22
koaning
closed
2 years ago
0
Add staticmethods to reasons to prevent re-compute.
#21
dvsrepo
closed
2 years ago
9
Doubt about MarginConfidenceReason :-)
#20
dvsrepo
closed
2 years ago
2
DisagreeReason, does it have to be two models?
#19
koaning
closed
2 years ago
3
updated docs: installation and badges
#18
sugatoray
closed
2 years ago
2
added conda-install-option and badges to readme
#17
sugatoray
closed
2 years ago
4
Add Margin Reason
#16
koaning
closed
3 years ago
0
Doubt Reason based on Margin
#15
amitness
closed
3 years ago
1
Add a conda installation option using conda-forge channel
#14
sugatoray
closed
2 years ago
3
added-setup
#13
koaning
closed
3 years ago
0
Assign Doubt for Dissimilarity from Labelled Set
#12
koaning
closed
1 year ago
10
Doubt Reason Based on Entropy
#11
koaning
closed
2 years ago
10
Doubt Reason based on Margin of Confidence
#10
koaning
closed
3 years ago
1
"Fair" Sorting
#9
koaning
closed
2 years ago
7
Added a LICENSE
#8
sugatoray
closed
3 years ago
4
added-nuance
#7
koaning
closed
3 years ago
0
Benchmark Snorkel Sorting
#6
koaning
closed
2 years ago
0
ApricotReason
#5
koaning
closed
2 years ago
0
Does it make sense to add an ensemble for spaCy?
#4
koaning
closed
1 year ago
1
v0.1.0
#3
koaning
closed
3 years ago
0
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