Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with neuro-symbolic-learning
A curated list of projects in awesome lists tagged with neuro-symbolic-learning .
https://github.com/abductivelearning/ablkit
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
abductive-learning machine-learning neuro-symbolic neuro-symbolic-learning python pytorch sklearn
Last synced: 21 Jan 2025
https://github.com/lucidrains/esbn-pytorch
Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch
abstract-reasoning artificial-intelligence deep-learning memory neuro-symbolic-learning
Last synced: 22 Oct 2024
https://github.com/lucidrains/esbn-transformer
An attempt to merge ESBN with Transformers, to endow Transformers with the ability to emergently bind symbols
artificial-intelligence deep-learning neuro-symbolic-learning
Last synced: 23 Oct 2024
https://github.com/lgirrbach/discrete-latent-representation
Implementation of a straight-through gradient wrapper to allow for discrete latent representations. Provides binary discretizer which maps hidden representations to {0, 1} and a learnable multi-value discretizer, which maps hidden activations to their closest value in a set of given size.
discrete-latent-representations neural-network neuro-symbolic-learning straight-through-gradient
Last synced: 19 Jan 2025
