JuliaTrustworthyAI/ConformalPrediction.jl
Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.
JuliaMIT
Pinned issues
Issues
- 0
Avoid hiding code cells in README
#131 opened by pat-alt - 2
Regression Tutorial crashes
#130 opened by Qfl3x - 0
Adding Conformal anomaly detection
#128 opened by MojiFarmanbar - 0
Document Conformal Bayes
#127 opened by pat-alt - 1
COnformal Bayes classification
#126 opened by pasq-cat - 2
Support for thresholding predictive distributions as explained in Section 2.4 of the tutorial
#109 opened by pat-alt - 0
Add support for Conformal Bayes
#64 opened by pat-alt - 0
- 0
Add support for SAPS
#123 opened by pat-alt - 0
Add support for class-conditional CP
#61 opened by pat-alt - 0
Add parallelizer field to all models
#118 opened by pat-alt - 0
Add Aqua.jl
#116 opened by pat-alt - 2
Conformal Training examples
#105 opened by pat-alt - 2
Add inefficiency metric
#63 opened by pat-alt - 1
Add support for Quantile regression
#34 opened by pat-alt - 1
Add support for 1.6
#90 opened by pat-alt - 1
.vscode folder
#111 opened by ceferisbarov - 0
Conformal Training
#99 opened by pat-alt - 0
JuliaCon pres
#71 opened by pat-alt - 5
readme Quick Tour notebook: "Could not fetch rendered notebook or notebook source."
#97 opened by tfiers - 1
Add TaijaPlotting to docs env
#89 opened by pat-alt - 0
Move plot methods to TaijaPlotting.jl
#87 opened by pat-alt - 0
Full module for Conformal Training
#62 opened by pat-alt - 0
Revisit sample correction
#79 opened by pat-alt - 0
[Refactor] Separate module for TS
#78 opened by pat-alt - 0
Add support for RAPS
#77 opened by pat-alt - 2
- 0
[Docs] Add more how-to guides
#43 opened by pat-alt - 2
Implement `EnbPI`
#57 opened by pat-alt - 0
Add format check to CI
#73 opened by pat-alt - 0
Treat data as artifacts
#69 opened by pat-alt - 2
Adaptive Inductive Classification broken?
#66 opened by pat-alt - 4
CP for LLMs
#65 opened by pat-alt - 0
Class-Conditional CP with many classes
#68 opened by pat-alt - 1
Move to adjusted quantile
#67 opened by pat-alt - 3
Add support for ConfTr
#55 opened by pat-alt - 0
- 0
[Docs] EnbPI for a time series problem
#58 opened by pat-alt - 0
- 0
- 2
Package stability
#54 opened by bkamins - 2
Do you really need MLJ dependency?
#45 opened by ablaom - 0
[maybe] Refactor Jackknife and CV methods (DRY)
#46 opened by pat-alt - 1
- 0
- 0
Add support for Conformalized Bayes
#31 opened by pat-alt - 0
- 1
Set-valued predictions for MLJ
#27 opened by pat-alt - 6
Refactor type hierarchy
#20 opened by pat-alt - 14
Other methods for PIs
#6 opened by azev77