├── .gitignore ├── README.md ├── img └── SCP_data_drift_scores.png ├── notebooks └── regression │ ├── 1-Split-Conformal-Prediction.ipynb │ ├── 2-Locally-Weighted-Conformal-Prediction.ipynb │ ├── 3-Conformalised-Quantile-Regression.ipynb │ ├── 4-Conformal-Prediction-Beyond-Exchangeability.ipynb │ └── util.py └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/README.md -------------------------------------------------------------------------------- /img/SCP_data_drift_scores.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/img/SCP_data_drift_scores.png -------------------------------------------------------------------------------- /notebooks/regression/1-Split-Conformal-Prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/notebooks/regression/1-Split-Conformal-Prediction.ipynb -------------------------------------------------------------------------------- /notebooks/regression/2-Locally-Weighted-Conformal-Prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/notebooks/regression/2-Locally-Weighted-Conformal-Prediction.ipynb -------------------------------------------------------------------------------- /notebooks/regression/3-Conformalised-Quantile-Regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/notebooks/regression/3-Conformalised-Quantile-Regression.ipynb -------------------------------------------------------------------------------- /notebooks/regression/4-Conformal-Prediction-Beyond-Exchangeability.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/notebooks/regression/4-Conformal-Prediction-Beyond-Exchangeability.ipynb -------------------------------------------------------------------------------- /notebooks/regression/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/notebooks/regression/util.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/conformal-predictions-from-scratch/HEAD/requirements.txt --------------------------------------------------------------------------------