Brett-Kennedy / ikNN
An interpretable kNN based on aggregating the predictions of multiple 2d spaces.
☆13Updated 5 months ago
Alternatives and similar repositories for ikNN:
Users that are interested in ikNN are comparing it to the libraries listed below
- Interpretable, intuitive outlier detector intended for categorical and numeric data.☆9Updated 9 months ago
- ☆23Updated 5 months ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Updated 8 months ago
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆27Updated 2 years ago
- Feature Selection using Simulated Annealing☆11Updated 2 years ago
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆44Updated 2 years ago
- Exploratory repository to study predictive survival analysis models☆34Updated last year
- Keras 101: A simple Neural Network for House Pricing regression☆15Updated 5 years ago
- Helpers for scikit learn☆16Updated 2 years ago
- ☆24Updated 2 years ago
- a catch-all repo☆11Updated last year
- Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner☆15Updated 10 months ago
- This Python package implements algorithms for multiviews (multimodals) learning☆14Updated 5 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆64Updated 2 weeks ago
- How to use SHAP values for better cluster analysis☆56Updated 2 years ago
- Tool to set the thresholds for classification problems and to visualize the implications of potential thresholds.☆29Updated 5 months ago
- Experiments on structure learning of Bayesian Networks with emphasis on finding causal relationship☆9Updated 6 years ago
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆21Updated 6 months ago
- Interpretable ML for TabPFN☆24Updated 11 months ago
- Benchmark time series data sets for PyTorch☆35Updated last year
- ☆10Updated 2 years ago
- Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"☆19Updated 2 years ago
- A package for conformal prediction with conditional guarantees.☆52Updated last month
- Forecasting with Hyper-Trees☆16Updated 5 months ago
- How to Interpret SHAP Analyses: A Non-Technical Guide☆52Updated 3 years ago
- Fast implementation of Venn-ABERS probabilistic predictors☆72Updated last year
- [Python] Comparison of empirical probability distributions. Integral probability metrics (e.g. Kantorovich metric). f-divergences (e.g. K…☆11Updated last year