Search Results - RepositoryStats

74

778

gpl-3.0

21

The Programmable Cypher-based Neuro-Symbolic AGI that lets you program its behavior using Graph-based Prompt Programming: for people who want AI to behave as expected

deep-learning neurosymbolic neuro-symbolic graph-of-prompt programmable-agi neuro-symbolic-ai large-language-models artificial-intelligence neuro-symbolic-hybrid-ai graph-based-prompt-programming artificial-general-intelligence

Created 2023-06-17

449 commits to main branch, last one a day ago

scallop scallop-lang

8

212

mit

12

Framework and Language for Neurosymbolic Programming.

deep-learning neurosymbolic foundation-models symbolic-reasoning machine-learning-framework

Created 2022-07-25

50 commits to master branch, last one 2 months ago

pyreason lab-v2

13

181

other

5

An explainable inference software supporting annotated, real valued, graph based and temporal logic

logic python neurosymbolic temporal-logic machine-learning logic-programming

Created 2022-10-22

458 commits to main branch, last one 2 months ago

Neural-Symbolic-and-Probabilistic-Logic-Papers thuwzy

14

114

mit

8

A curated paper list on neural symbolic and probabilistic logic.

deep-logic probability neural-logic neurosymbolic neural-symbolic logic-programming probabilistic-logic neural-module-networks

Created 2021-02-14

94 commits to main branch, last one about a year ago

deepdistilling pauljblazek

7

79

other

4

Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform ...

distilling interpretable neurosymbolic explainable-ai domain-adaptation program-synthesis model-distillation knowledge-distillation inductive-logic-programming mechanistic-interpretability out-of-distribution-generalization

Created 2024-01-13

5 commits to main branch, last one 9 months ago

retomaton neulab

4

71

mit

6

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)

knn knn-lm nearest pytorch language modeling icml-2022 retomaton retrieval neurosymbolic neuro-symbolic nearest-neighbor

Created 2022-05-17

1,196 commits to main branch, last one 2 years ago

mowl bio-ontology-research-group

4

59

bsd-3-clause

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mOWL: Machine Learning library with Ontologies

ontologies neurosymbolic neuro-symbolic neural-symbolic machine-learning

Created 2020-03-09

1,011 commits to main branch, last one a day ago