arXiv:1907.02015
공식 코드 · Papers with Code
libconform v0.1.0: a Python library for conformal prediction
원문 초록
This paper introduces libconform v0.1.0, a Python library for the conformal prediction framework, licensed under the MIT-license. libconform is not yet stable. This paper describes the main algorithms implemented and documents the API of libconform. Also some details about the implementation and changes in future versions are described.
함께 살펴볼 논문
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Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
Conformal Prediction for Zero-Shot Models
Optimal Conformal Prediction under Epistemic Uncertainty
Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAP
Privacy-Preserving Conformal Prediction Under Local Differential Privacy
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