The repository contains the python code for the manifold mixing model soup algorithm as proposed in the paper at https://arxiv.org/abs/2309.08610. read more of Manifold mixing model soups for better out-of-distribution accuracy

Method that provides privacy-related feedback for photographic user profiles read more of LERVUP - LEarning to Rate Visual User Profiles

AdvisIL recommends appropriate algorithm-backbone architecture combinations for a user-provided class-incremental learning scenario. read more of AdvisIL - A Class-Incremental Learning Advisor

Transfer-learning-based method addressing exemplar-free class-incremental learning read more of Feature Translation for Exemplar-Free Class-Incremental Learning

FasterAI is an open-source library dedicated to optimizing AI models through advanced compression techniques like pruning, quantization, and knowledge distillation, ensuring they remain lightweight and efficient without sacrificing accuracy. It supports a... read more of FasterAI

Retrieving algorithm component combinations from online (or local) yaml resources. read more of yamlres

Open-Ended Evolution for Minecraft Building Generation read more of Deep Quality Diversity

Quality-Diversity Selection as a Multi-Armed Bandit Problem read more of Monte Carlo Elites

OpenManufacturing ontology extends the OpenML ontology that contains classes for representing different aspects of machine learning. OpenManufacturing extends the base ontology adding two main classes and three taxonomies representing elements relevant to... read more of OpenManufacturing Ontology

self-X autonomic abilities for data mining activities read more of s-X-AIPI self-X open-source toolset in R