IBM / neuro-vector-symbolic-architecturesLinks
PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature Machine Intelligence 2023.
☆98Updated 3 months ago
Alternatives and similar repositories for neuro-vector-symbolic-architectures
Users that are interested in neuro-vector-symbolic-architectures are comparing it to the libraries listed below
Sorting:
- ☆74Updated 3 years ago
- Materials for ConceptARC paper☆109Updated last year
- Language-annotated Abstraction and Reasoning Corpus☆98Updated 2 years ago
- Learning Universal Predictors☆81Updated last year
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆169Updated last week
- Scalable Neural-Probabilistic Answer Set Programming☆17Updated last year
- Python notebooks for a tutorial on neurosymbolic programming☆78Updated last year
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆61Updated last year
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆63Updated 2 years ago
- Example application of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature Mach…☆28Updated 3 months ago
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆297Updated this week
- Neuro-Symbolic AI Toolkit☆109Updated 3 months ago
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆55Updated 3 months ago
- ARC gym: a data generation framework for the Abstraction & Reasoning Corpus☆24Updated last week
- My writings about ARC (Abstraction and Reasoning Corpus)☆87Updated 2 weeks ago
- The Energy Transformer block, in JAX☆62Updated 2 years ago
- An environment for learning formal mathematical reasoning from scratch☆71Updated last year
- Neural Networks and the Chomsky Hierarchy☆212Updated last year
- ☆30Updated 2 years ago
- A domain-specific probabilistic programming language for modeling and inference with language models☆140Updated 7 months ago
- Domain Specific Language for the Abstraction and Reasoning Corpus☆314Updated last year
- ☆12Updated 3 months ago
- Code for 1st place solution to Kaggle's Abstraction and Reasoning Challenge☆163Updated 5 months ago
- Implementing RASP transformer programming language https://arxiv.org/pdf/2106.06981.pdf.☆59Updated last month
- Latent Program Network (from the "Searching Latent Program Spaces" paper)☆106Updated 3 weeks ago
- repo for code for paper on general theory associative memory models☆21Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Updated 4 years ago
- ☆35Updated 4 years ago
- ☆23Updated last year
- Predictive Coding JAX-based library☆85Updated 8 months ago