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Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/
Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"
Collection of Hyperdimensional Computing Projects
Abstract Reasoning with Graph Abstractions (ARGA) implementation
Android e-amusement pass emulator app using HCE-F and React Native
A python toolkit for parsing captions (in natural language) into scene graphs (as symbolic representations).
PyTorch Implementation of the paper "Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures" published in the 3rd Workshop on Mathematical Reasoni…
PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature Machine Intelligence 2023.
Like ARC, but code to generate visual puzzles. 1D puzzles first.
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
The history files when recording human interaction while solving ARC tasks
Compositional Differentiable Programming Library
Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).
Code for the paper "An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates"
Reverse Engineering the Abstraction and Reasoning Corpus
An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.