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The Top 10 Conformal Prediction Machine Learning Open Source Projects
Open source projects categorized as Conformal Prediction Machine Learning
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Conformal Prediction
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valeman/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.
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0
most recent commit
over 2 years ago
awslabs/fortuna
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824
A Library for Uncertainty Quantification.
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0
most recent commit
over 2 years ago
henrikbostrom/crepes
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172
Conformal classifiers, regressors and predictive systems
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0
most recent commit
over 2 years ago
aangelopoulos/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).
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0
most recent commit
over 3 years ago
dobriban/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
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0
most recent commit
over 2 years ago
joneswack/conformal-predictions-from-scratch
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118
Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
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0
most recent commit
over 2 years ago
JuliaTrustworthyAI/ConformalPrediction.jl
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112
Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.
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0
most recent commit
over 2 years ago
hamrel-cxu/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)
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0
most recent commit
over 2 years ago
cambridge-mlg/acp
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11
Implementation for the paper "Approximating full conformal prediction at scale via influence functions"
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0
most recent commit
about 2 years ago
msesia/conditional-conformal-pvalues
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9
Conditional calibration of conformal p-values for outlier detection.
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total releases
0
most recent commit
over 3 years ago
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