Practical Guide to Applied Conformal Prediction in Python
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Practical Guide to Applied Conformal Prediction in Python
Learn and apply the best uncertainty frameworks to your industry applications
Manokhin, Valery; Sudjianto, Agus
Packt Publishing Limited
12/2023
240
Mole
Inglês
9781805122760
15 a 20 dias
Descrição não disponível.
Table of Contents
Introducing Conformal Prediction
Overview of Conformal Prediction
Fundamentals of Conformal Prediction
Validity and Efficiency of Conformal Prediction
Types of Conformal Predictors
Conformal Prediction for Classification
Conformal Prediction for Regression
Conformal Prediction for Time Series and Forecasting
Conformal Prediction for Computer Vision
Conformal Prediction for Natural Language Processing
Handling Imbalanced Data
Multi-Class Conformal Prediction
Introducing Conformal Prediction
Overview of Conformal Prediction
Fundamentals of Conformal Prediction
Validity and Efficiency of Conformal Prediction
Types of Conformal Predictors
Conformal Prediction for Classification
Conformal Prediction for Regression
Conformal Prediction for Time Series and Forecasting
Conformal Prediction for Computer Vision
Conformal Prediction for Natural Language Processing
Handling Imbalanced Data
Multi-Class Conformal Prediction
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Table of Contents
Introducing Conformal Prediction
Overview of Conformal Prediction
Fundamentals of Conformal Prediction
Validity and Efficiency of Conformal Prediction
Types of Conformal Predictors
Conformal Prediction for Classification
Conformal Prediction for Regression
Conformal Prediction for Time Series and Forecasting
Conformal Prediction for Computer Vision
Conformal Prediction for Natural Language Processing
Handling Imbalanced Data
Multi-Class Conformal Prediction
Introducing Conformal Prediction
Overview of Conformal Prediction
Fundamentals of Conformal Prediction
Validity and Efficiency of Conformal Prediction
Types of Conformal Predictors
Conformal Prediction for Classification
Conformal Prediction for Regression
Conformal Prediction for Time Series and Forecasting
Conformal Prediction for Computer Vision
Conformal Prediction for Natural Language Processing
Handling Imbalanced Data
Multi-Class Conformal Prediction
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
