An observability platform for 🧠🔗 Synalinks
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Oct 14, 2025
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neurosymbolic
Here are 53 public repositories matching this topic...
Framework and Language for Neurosymbolic Programming.
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May 1, 2025 - Rust
Machine Learning with Symbolic Tensors
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May 26, 2025 - Python
An explainable inference software supporting annotated, real valued, graph based and temporal logic
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Oct 22, 2025 - Python
A curated paper list on neural symbolic and probabilistic logic.
probability logic-programming neural-module-networks neural-symbolic neurosymbolic deep-logic neural-logic probabilistic-logic
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Sep 5, 2023
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 human-designed algorithms
program-synthesis knowledge-distillation inductive-logic-programming domain-adaptation explainable-ai interpretable distilling neurosymbolic model-distillation out-of-distribution-generalization mechanistic-interpretability
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Feb 20, 2024 - Python
mOWL: Machine Learning library with Ontologies
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Oct 7, 2025 - Python
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
language retrieval modeling pytorch nearest-neighbor knn nearest neuro-symbolic neurosymbolic icml-2022 knn-lm retomaton
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Jul 16, 2022 - Python
Experimental Python implementation of the Clarion cognitive architecture
artificial-intelligence neural-networks cognitive-architecture commonsense-reasoning neuro-fuzzy cognitive-modeling neurosymbolic
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Aug 30, 2025 - Python
Domain-Aware Neurosymbolic Agent (Dana), an agent-native programming language
agent programming-language programming-languages agents neurosymbolism neurosymbolic generative-ai neurosymbolic-ai agentic-ai ai-alliance
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Oct 22, 2025 - Python
A collection of neuro-symbolic systems, papers and videos
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Nov 23, 2024
TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning
machine-learning microcontroller ai deep-learning neural-network feature-selection constrained-optimization bayesian hyperparameter-tuning kalman-filter automl neural-architecture-search adversarial-machine-learning mlperf-inference tinyml neurosymbolic tensorflow-lite-micro edgeml physics-aware-ml
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Jun 2, 2023 - C
Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
concepts supervised-learning vae concept unsupervised-learning identifiability disentanglement disentangled-representations xai vae-pytorch neurosymbolic neurips2023
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Mar 4, 2024 - Python
Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
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Jun 30, 2023 - Python
[TPAMI] "Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search", Wenqing Zheng*, S P Sharan*, Zhiwen Fan, Kevin Wang, Yihan Xi, Atlas Wang
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Jan 4, 2023 - Python
A Scalable Approximate Method for Probabilistic Neurosymbolic Inference
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Jan 27, 2025 - Python
🧮 Algebraic Positional Encodings.
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Aug 20, 2025 - Python
Sparse Circuits on the GPU (ICLR2025)
tractable-models probabilistic-inference arithmetic-circuits probabilistic-circuits neurosymbolic tractable-inference neurosymbolic-ai
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Oct 16, 2025 - Python
Code for the ICLR 2024 paper "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data"
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Apr 15, 2025 - Python
PyC (Pytorch Concepts) is a PyTorch-based library for training concept-based interpretable deep learning models.
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Oct 21, 2025 - Python
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