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JuliaTrustworthyAI
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ConformalPrediction.jl
Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.
https://juliatrustworthyai.github.io/ConformalPrediction.jl/
MIT License
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Ensemble batch prediction
#76
MojiFarmanbar
closed
1 year ago
2
CompatHelper: bump compat for Flux to 0.14, (keep existing compat)
#75
github-actions[bot]
closed
1 year ago
1
added FormatCheck
#74
pat-alt
closed
1 year ago
0
Add format check to CI
#73
pat-alt
closed
1 year ago
0
Data as artifacts (setup)
#72
pat-alt
closed
1 year ago
0
JuliaCon pres
#71
pat-alt
closed
10 months ago
0
Cp llm new attempt
#70
pat-alt
closed
1 year ago
2
Treat data as artifacts
#69
pat-alt
closed
1 year ago
0
Class-Conditional CP with many classes
#68
pat-alt
opened
1 year ago
0
Move to adjusted quantile
#67
pat-alt
closed
1 year ago
1
Adaptive Inductive Classification broken?
#66
pat-alt
closed
1 year ago
2
CP for LLMs
#65
pat-alt
closed
1 year ago
4
Add support for Conformal Bayes
#64
pat-alt
opened
1 year ago
0
Add inefficiency metric
#63
pat-alt
closed
5 months ago
2
Full module for Conformal Training
#62
pat-alt
closed
1 year ago
0
Add support for class-conditional CP
#61
pat-alt
opened
1 year ago
0
55 add support for conftr
#60
pat-alt
closed
1 year ago
1
[Testing] Ensure that empirical coverages check out
#59
pat-alt
opened
1 year ago
0
[Docs] EnbPI for a time series problem
#58
pat-alt
closed
1 year ago
0
Implement `EnbPI`
#57
pat-alt
closed
1 year ago
2
Jackknife plus ab
#56
MojiFarmanbar
closed
1 year ago
5
Add support for ConfTr
#55
pat-alt
closed
1 year ago
3
Package stability
#54
bkamins
closed
1 year ago
2
Documentation
#53
pat-alt
closed
1 year ago
0
Add support for ensemble batch prediction intervals
#52
pat-alt
closed
1 year ago
2
Documentation
#51
pat-alt
closed
1 year ago
1
Fix typos and homogenise choice of "conformalize" vs. "conformalise"
#50
pitmonticone
closed
1 year ago
1
Fix typo
#49
rikhuijzer
closed
1 year ago
0
Documentation
#48
pat-alt
closed
1 year ago
0
Documentation
#47
pat-alt
closed
1 year ago
2
[maybe] Refactor Jackknife and CV methods (DRY)
#46
pat-alt
opened
1 year ago
0
Do you really need MLJ dependency?
#45
ablaom
closed
1 year ago
2
Add traits for custom measures (and later contribute for general use)
#44
pat-alt
opened
1 year ago
1
[Docs] Add more how-to guides
#43
pat-alt
closed
1 year ago
0
Docs
#42
pat-alt
closed
1 year ago
1
Updating example documentation
#41
MojiFarmanbar
closed
1 year ago
2
this was easier than expected
#40
pat-alt
closed
1 year ago
6
Add support for addressing covariate and distribution shift
#39
pat-alt
opened
1 year ago
0
CompatHelper: add new compat entry for CategoricalArrays at version 0.10, (keep existing compat)
#38
github-actions[bot]
closed
1 year ago
0
CompatHelper: add new compat entry for Plots at version 1, (keep existing compat)
#37
github-actions[bot]
closed
1 year ago
0
Add support for conformalized scalar uncertainty estimates
#36
pat-alt
opened
1 year ago
0
Add jackknife+ and jackknife_minmax after bootstrap
#35
pat-alt
closed
1 year ago
0
Add support for Quantile regression
#34
pat-alt
closed
5 months ago
1
Docs
#33
pat-alt
closed
1 year ago
6
31 add support for conformalized bayes
#32
pat-alt
closed
1 year ago
2
Add support for Conformalized Bayes
#31
pat-alt
closed
1 year ago
0
Evaluation: add support for evaluation of CP and interface to MLJ
#30
pat-alt
closed
1 year ago
0
CompatHelper: bump compat for MLJBase to 0.21, (keep existing compat)
#29
github-actions[bot]
closed
1 year ago
1
CompatHelper: bump compat for MLJ to 0.19, (keep existing compat)
#28
github-actions[bot]
closed
1 year ago
0
Set-valued predictions for MLJ
#27
pat-alt
closed
1 year ago
1
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