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Search results for machine learning conformal prediction
conformal-prediction
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11 search results found
Awesome Conformal Prediction
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3,097
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Fortuna
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824
A Library for Uncertainty Quantification.
Crepes
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172
Conformal classifiers, regressors and predictive systems
Conformal_classification
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159
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
Topics In Modern Statistical Learning
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131
Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, calibration, etc
Conformal Predictions From Scratch
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118
Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
Conformalprediction.jl
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112
Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.
Enbpi
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66
Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction for time-series (journal, IEEE TPAMI)
Conditional Conformal Pvalues
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9
Conditional calibration of conformal p-values for outlier detection.
Chr
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6
Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems
Random World
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5
Standalone implementation of Conformal Prediction and other distribution-free Machine Learning methods.
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