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EFS-OpenSource
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calibration-framework
The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a neural network.
https://efs-opensource.github.io/calibration-framework/
Apache License 2.0
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TemperatureScaling and LogisticCalibration do not work correctly
#61
salokin1997
opened
2 weeks ago
0
Why do I already have torch installed, but when I install this package with pip, it still forces the torch to be updated?
#60
soberguo
opened
1 month ago
0
Merge develop into main for resolving several issues regarding updated software dependencies
#59
fabiankueppers
closed
1 month ago
0
Issue with Probabilistic Regression GPBeta
#58
Beemd
closed
1 month ago
1
ENIR
#57
Ruhallah93
closed
1 month ago
2
NaN outputs
#56
Ruhallah93
closed
1 month ago
2
TemperatureScaling
#55
Ruhallah93
closed
4 months ago
3
netcal.binning.BBQ.transform() sometimes returns values that are outside of the [0,1] range
#54
Praisethefab
closed
1 month ago
1
ReliabilityDiagram fails to import because of tikzplotlib
#53
Praisethefab
closed
1 month ago
2
Bug in Reliability Diagram
#52
cdiazbas
closed
1 month ago
3
Question about input range of multivariate confidence calibration
#51
junhyung-SPALab
closed
9 months ago
1
SystemError: PY_SSIZE_T_CLEAN macro must be defined for '#' formats
#50
anishkanabar
closed
10 months ago
1
RuntimeError: On detection mode, it is mandatory to provide binary labels y in [0,1].
#49
rishabh706
closed
1 month ago
1
TemperatureScaling().transform() return input confidences.
#48
YuanyuanLi96
closed
10 months ago
2
inference with calibrated model
#47
Niko-k98
closed
11 months ago
1
How to evaluate using D-ECE
#46
nisargshah1999
closed
1 year ago
3
ReliabilityDiagram.plot() makes duplicate copy of figure
#45
jmsdao
closed
1 year ago
2
fix typo in README
#44
wirthual
closed
1 year ago
0
Classification example not running
#43
Michael-Schulze
closed
1 month ago
5
mean_estimate flag in scaling calibration transform method does not work as intended
#42
21xiangyi
closed
1 month ago
2
Feature request for #40: add "figure" parameter to diagram routines
#41
fabiankueppers
closed
1 year ago
0
Feature request: Allow for pre-existing figure object for rendering reliability diagrams
#40
fabiankueppers
closed
1 year ago
0
Bugfix for #38: Wrong multi-class identification
#39
fabiankueppers
closed
1 year ago
0
Wrong Identification of Multi-Class Classification in Metrics Calculation
#38
fabiankueppers
closed
1 year ago
0
ECE measrue error -" ValueError: The dimension of bins must be equal to the dimension of the sample x."
#37
OfirArviv
closed
1 year ago
0
Develop
#36
fabiankueppers
closed
1 year ago
0
Numpy explicit dtypes
#35
fabiankueppers
closed
1 year ago
0
how use multi-classes logits in detection calibration?
#34
ray-lee-94
closed
1 year ago
1
Dtype fixes in netcal.scaling package
#33
fabiankueppers
closed
1 year ago
0
Is classification logit or probability used as input for temperature scaling?
#32
WenjianHuang93
closed
1 year ago
1
DType Error for LogisticCalibrationDependent
#31
mlw214
closed
1 year ago
2
Update to version 1.3.1
#30
fabiankueppers
closed
1 year ago
0
Updates for new release 1.3.0
#29
fabiankueppers
closed
1 year ago
0
LogisticCalibration implementation differences to scikit-learn
#28
deutschmn
closed
1 year ago
2
Is it accuracy - or is it the relative frequency of positive examples in the bin?
#27
denbonte
closed
2 years ago
1
Incorrect documentation for ECE usage
#26
leihuayi
closed
1 year ago
2
ece algorithm has bug using for binary classification
#25
sunxin000
closed
2 years ago
2
Getting Error While Installing Netcal (Pyro-ppl library Issue)
#24
rajat-tech-002
closed
2 years ago
4
Mean Accuracy Treshold
#23
mathieulallier807
closed
2 years ago
1
Re-using HistogramBinning
#22
jwitos
closed
1 year ago
0
Pyro import fails in 1.2.1 netcal.scaling
#21
jwitos
closed
3 years ago
1
LogisticCalibration use _inverse_sigmoid
#20
JYLFamily
closed
3 years ago
3
Seeing strange behavior in reliability diagram for histogram binning
#19
chris-wells-13
closed
1 month ago
5
Where can I view the paper "Bayesian Confidence Calibration for Epistemic Uncertainty Modelling"?
#18
sieu-n
closed
2 years ago
2
Basic binary classification case
#17
jwitos
closed
3 years ago
3
Merge develop into master to add new release version
#16
fabiankueppers
closed
3 years ago
0
Information on relative_x_position variable
#15
manueltonneau
closed
3 years ago
3
Reliability diagram correctness
#14
dsvrsec
closed
3 years ago
1
Error in the code of temperature scaling
#13
dsvrsec
closed
3 years ago
1
Support for vector and matrix scaling methods
#12
dsvrsec
closed
3 years ago
1
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