MrPio / KAN-Continual_Learning_tests
Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)
☆29Updated last month
Related projects: ⓘ
- This repository contains a better implementation of Kolmogorov-Arnold networks☆59Updated 4 months ago
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆19Updated 7 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆23Updated 4 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆143Updated 3 months ago
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆24Updated 3 months ago
- Extending Conformal Prediction to LLMs☆53Updated 2 months ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Updated 2 months ago
- Causal Impact but with MFLES and conformal prediction intervals☆34Updated 7 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆28Updated 4 months ago
- ☆18Updated last month
- ☆25Updated 4 months ago
- ☆46Updated 2 months ago
- A simple example of VAEs with KANs☆12Updated 4 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆183Updated 2 weeks ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆19Updated 3 months ago
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆95Updated last month
- Repository for the explanation method Calibrated Explanations (CE)☆45Updated this week
- Cross-prediction-powered inference☆10Updated 4 months ago
- Conformal Prediction for Time Series with Modern Hopfield Networks☆67Updated 9 months ago
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆43Updated 2 years ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆81Updated last month
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆18Updated 5 months ago
- Evaluation of neuro-symbolic engines☆29Updated last month
- ☆108Updated 7 months ago
- Here are the notebooks for the Gaussian Processes and Bayesian Optimization course. The notebooks can be executed in Google Colab.☆27Updated 2 months ago
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆21Updated last month
- ☆14Updated 4 months ago
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆22Updated 10 months ago
- GBRL-based Actor-Critic algorithms implemented in stable-baselines3☆20Updated this week
- A modified CNN architecture using Kolmogorov-Arnold Networks☆59Updated 3 months ago