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The Top 22 Neuro Symbolic Open Source Projects

Open source projects categorized as Neuro Symbolic
Categories > Neuro Symbolic
Knn Transformers ⭐ 151
PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
most recent commit 5 months ago
Neural Symbolic And Probabilistic Logic Papers ⭐ 63
A curated paper list on neural symbolic and probabilistic logic.
most recent commit 3 months ago
Aika ⭐ 60
AIKA is a new type of artificial neural network designed to more closely mimic the behavior of a biological brain and to bridge the gap to classical AI. A key design decision in the Aika network is to conceptually separate the activations from their neurons, meaning that there are two separate graphs. One graph consisting of neurons and synapses representing the knowledge the network has already acquired and another graph consisting of activations and links describing the information the network
total releases 37most recent commit 3 days ago
Scallop ⭐ 36
Framework and Language for Neuro-Symbolic Programming
most recent commit 2 months ago
Zeroc ⭐ 18
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
most recent commit 10 days ago
Neuro Symbolic Ai Soc ⭐ 16
Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
most recent commit a year ago
Retomaton ⭐ 13
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
most recent commit 8 months ago
Loa ⭐ 13
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
most recent commit 6 months ago
Vael ⭐ 11
Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
most recent commit 3 months ago
Self Concepts ⭐ 9
Self's foundational abstractions
most recent commit 2 years ago
Holographic Reduced Representations ⭐ 7
Holographic Reduced Representations
most recent commit a month ago
Relaxed Machines ⭐ 6
explorations in neuro-symbolic differentiable interpreters
most recent commit a year ago
Spindle ⭐ 6
A neurosymbolic parser for Dutch.
most recent commit a month ago
Alans ⭐ 5
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
most recent commit 8 months ago
Nesa Demo ⭐ 4
Demo for Neuro-Symbolic Agent (LOA)
most recent commit 6 months ago
Nanocluster ⭐ 4
A simple compute platform
most recent commit 2 years ago
Tp N2f ⭐ 3
PyTorch Lightning based TP-N2F model.
most recent commit 3 years ago
El Embeddings ⭐ 2
A neuro-symbolic reasoner for the EL++ description logic.
most recent commit 6 months ago
Jetson Symbolics ⭐ 2
Integrating Symbolic Programming Tools with the NVIDIA Jetson GPU DNN/ML Environment
most recent commit 15 days ago
Concept_library ⭐ 2
Library for hierarchical concept composition and reasoning
most recent commit 10 days ago
Connectionist Symbolic Pseudo Secrets ⭐ 1
Research code for heuristically hiding information for inference run on 3rd party systems
most recent commit 9 months ago
Weirules ⭐ 1
Source code for the neuro-fuzzy network of the paper: "Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification"
most recent commit 2 months ago
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