├── README.md ├── theory ├── README.md └── conformal_learning_from_scratch.ipynb └── tutorials ├── Conformal learning_tutorial.pdf ├── Demo_1._Calibration.ipynb ├── Demo_2._Efficient_data_usage.ipynb ├── Exercise_1._Testing_conformal_classifiers.ipynb ├── Exercise_2._Impact_of_nonconformity_functions_(classification).ipynb ├── Exercise_2._Impact_of_nonconformity_functions_classification.ipynb ├── Exercise_3._Impact_of_nonconformity_functions_regression.ipynb ├── Exercise_4._Efficient_data_usage.ipynb └── Readme.md /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/README.md -------------------------------------------------------------------------------- /theory/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/theory/README.md -------------------------------------------------------------------------------- /theory/conformal_learning_from_scratch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/theory/conformal_learning_from_scratch.ipynb -------------------------------------------------------------------------------- /tutorials/Conformal learning_tutorial.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/tutorials/Conformal learning_tutorial.pdf -------------------------------------------------------------------------------- /tutorials/Demo_1._Calibration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/tutorials/Demo_1._Calibration.ipynb -------------------------------------------------------------------------------- /tutorials/Demo_2._Efficient_data_usage.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/tutorials/Demo_2._Efficient_data_usage.ipynb -------------------------------------------------------------------------------- /tutorials/Exercise_1._Testing_conformal_classifiers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/tutorials/Exercise_1._Testing_conformal_classifiers.ipynb -------------------------------------------------------------------------------- /tutorials/Exercise_2._Impact_of_nonconformity_functions_(classification).ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/tutorials/Exercise_2._Impact_of_nonconformity_functions_(classification).ipynb -------------------------------------------------------------------------------- /tutorials/Exercise_2._Impact_of_nonconformity_functions_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/tutorials/Exercise_2._Impact_of_nonconformity_functions_classification.ipynb -------------------------------------------------------------------------------- /tutorials/Exercise_3._Impact_of_nonconformity_functions_regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/tutorials/Exercise_3._Impact_of_nonconformity_functions_regression.ipynb -------------------------------------------------------------------------------- /tutorials/Exercise_4._Efficient_data_usage.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marharyta-aleksandrova/conformal-learning/HEAD/tutorials/Exercise_4._Efficient_data_usage.ipynb -------------------------------------------------------------------------------- /tutorials/Readme.md: -------------------------------------------------------------------------------- 1 | 2 | --------------------------------------------------------------------------------