Claude skills for Synalinks
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Dec 17, 2025 - Python
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neurosymbolic
Here are 65 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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Nov 20, 2025 - Python
An explainable inference software supporting annotated, real valued, graph based and temporal logic
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Nov 12, 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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Nov 28, 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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Dec 23, 2025 - Python
A collection of neuro-symbolic systems, papers and videos
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Nov 23, 2024
PyC (Pytorch Concepts) is a PyTorch-based library for training concept-based interpretable deep learning models.
machine-learning ai concepts ml pytorch interventions interpretability explainable-ai xai interpretable-machine-learning neurosymbolic concept-based-models
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Dec 16, 2025 - Python
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 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
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Jun 30, 2023 - Python
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
A deep exploration of Algorithmic Empathy, the next frontier in AI understanding. This project examines how machines can learn from human fallibility, model disagreement, and align with moral reasoning. It blends psychology, fairness metrics, interpretability, and co-learning design into one framework for humane intelligence.
data-science machine-learning intelligence research ai philosophy psychology neural-networks cognitive-science fairness ethics empathy interpretability co-learning xai algorithmic-bias responsible-ai human-centered-ai neurosymbolic reflective-ai
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Nov 5, 2025
Sparse Circuits on the GPU (ICLR2025)
tractable-models probabilistic-inference arithmetic-circuits probabilistic-circuits neurosymbolic tractable-inference neurosymbolic-ai
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Nov 21, 2025 - 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
[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
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