dice-group/Ontolearn

OWL Class Expressions Learning in Python

Language: Python - Size: 10.9 MB - Last synced at: 1 day ago - Pushed at: 8 days ago - Stars: 48 - Forks: 9

snap-stanford/zeroc

ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains

Language: Jupyter Notebook - Size: 6.36 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 32 - Forks: 4

ssfgunner/IIS

[ICLR 2025 Spotlight] This is the official repository for our paper: ''Enhancing Pre-trained Representation Classifiability can Boost its Interpretability''.

Language: Python - Size: 2.89 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 15 - Forks: 0

alkidbaci/OntoSample

OntoSample is a python package that offers classic sampling techniques for OWL ontologies/knowledge bases. Furthermore, we have tailored the classic sampling techniques to the setting of concept learning making use of learning problem.

Language: Python - Size: 771 KB - Last synced at: 1 day ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

dice-group/LearnALCLengths

Concept length prediction for the ALC description logic.

Language: Jupyter Notebook - Size: 20.4 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

rkjones4/TemplatePrograms

Learning to Infer Generative Template Programs for Visual Concepts -- ICML 2024

Language: Python - Size: 386 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 1

ConceptBed/evaluations

[AAAI 2024] ConceptBed Evaluations for Personalized Text-to-Image Diffusion Models

Language: Python - Size: 1.44 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 1

frankaging/Causal-Proxy-Model

The Codebase for Causal Proxy Model

Language: Python - Size: 38.2 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 1

dice-group/EvoLearner

EvoLearner: Learning Description Logics with Evolutionary Algorithms

Language: Prolog - Size: 45.2 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 3

shettyvarshaa/ML-LAB

Machine Learning Lab Programs in the curriculum

Language: Python - Size: 749 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

jkovinsky/concept-learner

Bayesian framework for concept learning

Language: MATLAB - Size: 244 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

liqing-ustc/HINT

Official implementation of ICLR 2023 paper "A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics"

Language: Jupyter Notebook - Size: 351 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

Demfier/Concept-Learning

Implementation of FCA and Orcale-Learning for learning implication bases

Language: Python - Size: 1.22 MB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 0

vacancy/NSCL-PyTorch-Release

PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).

Language: Python - Size: 292 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 393 - Forks: 91

maxadamski/reasonable-embeddings

A novel approach to learning concept embeddings and approximate reasoning in ALC knowledge bases with deep neural networks

Language: Jupyter Notebook - Size: 29 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

dob9601/ccelm

A concurrent implementation of the candidate elimination algorithm.

Language: Rust - Size: 158 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Shreyash017/Fundamentals-Of-Machine-Learning

Some of the most popular Machine Learning Concepts.

Language: Jupyter Notebook - Size: 585 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

tailintalent/concept_library

Library for hierarchical concept composition and reasoning

Language: Jupyter Notebook - Size: 231 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

sumony2j/Find-S_Algorithm

Implement Find-S algorithm which is used in concept learning

Language: Jupyter Notebook - Size: 2.32 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dice-group/LPBenchGen

OWL explainable structural learning problem Benchmark Generator

Language: Java - Size: 1.97 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

AnuragAnalog/concept-learning

My Concept Learning algorithms implementation.

Language: Python - Size: 13.7 KB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

ZainabAdjiet/ML-Prac3-Find-S

Language: C++ - Size: 5.86 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

ZainabAdjiet/ML-Prac4-Candidate-Elimination

Language: C++ - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

NtateLephadi/ML_LAB_2

CSC3022H: Machine Learning Lab 2: Concept Learning

Language: C++ - Size: 42 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

megk96/candidate-el

Language: C++ - Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0