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deel-ai
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puncc
👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
https://deel-ai.github.io/puncc/
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update theory overview
#55
jdalch
closed
17 hours ago
0
[Feature Request]: - EnbPI for any regression model
#54
valeman
opened
4 days ago
2
LocallyAdaptiveCP: authorise negative MAD values
#53
jdalch
closed
3 months ago
1
fix: Fixed incorrect pretrained status check in DualPredictor.
#52
M-Mouhcine
closed
3 months ago
0
TypeError: _quantile_dispatcher() got an unexpected keyword argument 'method'
#51
akshat-suwalka-dream11
opened
4 months ago
1
All MAD predictions should be positive.
#50
JulianHidalgo
closed
3 months ago
5
[Bug]: Instance variable is_trained is used incorrectly
#49
fink-stanislav
opened
4 months ago
2
Conformal object detection
#48
M-Mouhcine
closed
5 months ago
0
Joseba/multivariate calibrator
#47
jdalch
closed
6 months ago
0
feat: updated conformalization with None splitter
#46
M-Mouhcine
closed
6 months ago
0
API: conformalizing a pretrained underlying model with no splitter
#45
M-Mouhcine
closed
6 months ago
0
Builtin predictors
#44
M-Mouhcine
closed
6 months ago
0
ConformalPredictor extension for multivariate prediction
#43
M-Mouhcine
closed
5 months ago
0
feat: added argument rand to activate randomization in RAPS/APS.
#42
M-Mouhcine
closed
6 months ago
0
[Feature]: prevent empty sets (keep conformal validity, lose upper bound tight coverage)
#41
lmossina
closed
6 months ago
0
Joseba/multivariate alpha check
#40
jdalch
closed
6 months ago
0
Alpha_calib_check for multivariate regression
#39
jdalch
closed
6 months ago
0
Implement bonferroni and weighted bonferroni
#38
jdalch
closed
6 months ago
0
Joseba/scores predsets
#37
jdalch
opened
8 months ago
0
Unexpected behaviour: SplitCP seems to ignore my pretrained model
#36
lmossina
closed
8 months ago
3
Is there an easy way to get the quantile that you use to build the interval?
#35
lmossina
opened
8 months ago
1
Possible to pass sklearn model (already trained) directly to SplitCP?
#34
lmossina
closed
6 months ago
1
draft: Joseba/multivariate quantile
#33
jdalch
opened
9 months ago
0
Makefile: changed [python] for [python3] and used [python -m pip]
#32
lmossina
closed
9 months ago
0
[Bug]: Makefile does not run properly when no "python" is installed on machine (but only "python3", for example)
#31
lmossina
closed
9 months ago
0
Invalidity check on alpha w.r.t the calibration dataset.
#30
M-Mouhcine
closed
9 months ago
0
Documentation for Inductive Conformal Anomaly Detection
#29
M-Mouhcine
closed
4 months ago
0
Integration of conformal anomaly detection
#28
M-Mouhcine
closed
9 months ago
0
User friendly weight normalization
#27
M-Mouhcine
opened
10 months ago
0
Update CV+ calibration for conformal multiregression
#26
M-Mouhcine
opened
10 months ago
0
Update calibrator for multivariate regression.
#25
M-Mouhcine
closed
6 months ago
0
Nonconformity scores for multivariate regression
#24
M-Mouhcine
opened
10 months ago
1
Hypothesis testing correction
#23
M-Mouhcine
closed
6 months ago
0
Multivariate quantile
#22
M-Mouhcine
opened
10 months ago
0
[Bug]: - Conflict between alpha_calib_check and weighted CP
#21
jdalch
closed
9 months ago
1
doc: updated doc deploy
#20
M-Mouhcine
closed
12 months ago
0
Update deploy-doc.yml
#19
M-Mouhcine
closed
12 months ago
0
Mouhcine/test n doc
#18
M-Mouhcine
closed
12 months ago
1
Conformal Multi-label Classification
#17
M-Mouhcine
opened
1 year ago
0
Multivariate Conformal Regression
#16
M-Mouhcine
opened
1 year ago
0
Conformal Anomaly Detection
#15
M-Mouhcine
closed
9 months ago
0
Conformal calibration update.
#14
M-Mouhcine
closed
1 year ago
0
CV+, k-fold scheme: updated figure for readability
#13
lmossina
closed
1 year ago
0
Doc theory cp: CV+ added to theory
#12
lmossina
closed
1 year ago
0
feat: added sample and features lengths checks.
#11
M-Mouhcine
closed
1 year ago
0
Fixed cv+ quantile imprecision and added consistency checks.
#10
M-Mouhcine
closed
1 year ago
0
Documentation and test updates
#9
M-Mouhcine
closed
1 year ago
0
Data check in IdSplitter
#8
M-Mouhcine
closed
1 year ago
0
makefile, minor added: missing <:> added
#7
lmossina
closed
1 year ago
0
Add save/load features for conformal predictor.
#6
M-Mouhcine
closed
1 year ago
0
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