Projects in Awesome Lists tagged with compositionality
A curated list of projects in awesome lists tagged with compositionality .
https://github.com/dorarad/gansformer
Generative Adversarial Transformers
attention compositionality gans generative-adversarial-networks image-generation scene-generation transformers
Last synced: 16 May 2025
https://github.com/algebraicjulia/catlab.jl
A framework for applied category theory in the Julia language
applied-category-theory category-theory compositionality julia string-diagrams wiring-diagrams
Last synced: 14 May 2025
https://github.com/AlgebraicJulia/Catlab.jl
A framework for applied category theory in the Julia language
applied-category-theory category-theory compositionality julia string-diagrams wiring-diagrams
Last synced: 17 Apr 2025
https://github.com/energy-based-model/Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch
[ECCV 2022] Compositional Generation using Diffusion Models
compositionality diffusion-models ebm energy-based-model generative-model
Last synced: 28 Mar 2025
https://github.com/mertyg/vision-language-models-are-bows
Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023
blip clip compositionality multimodal pytorch vision-language
Last synced: 25 Sep 2025
https://github.com/pathak22/modular-assemblies
[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"
artificial-creatures artificial-intelligence assembly compositionality deep-learning modularity morphology reinforcement-learning
Last synced: 10 Apr 2025
https://github.com/nanlliu/Unsupervised-Compositional-Concepts-Discovery
[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models
compositionality decomposition diffusion-models energy-based-model generative-models
Last synced: 27 Mar 2025
https://github.com/franxyao/distributional-generalization-in-natural-language-processing
Distributional Generalization in NLP. A roadmap.
compositional-generalization compositionality generalization learning-theory semantic-parsing semantics
Last synced: 30 Apr 2025
https://github.com/chakravala/directsum.jl
Tangent bundle, vector space and Submanifold definition
abstract-algebra applied-category-theory category-theory compositionality functor linear-algebra manifold manifolds math tensor-algebra tensors type-system
Last synced: 27 Jan 2026
https://github.com/chakravala/abstracttensors.jl
Tensor algebra abstract type interoperability setup
applied-category-theory category-theory compositionality functor linear-algebra manifold manifolds math tensor tensor-algebra type-system
Last synced: 27 Jan 2026
https://github.com/raeidsaqur/mgn
Multimodal Graph Network (MGN): Code repo, examples from the paper
compositionality gnn program-synthesis vqa
Last synced: 03 Sep 2025
https://github.com/wjpoom/SPEC
[CVPR' 24] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"
clip compositionality computer-vision fine-grained multimodal vision-language vision-language-model
Last synced: 24 Jul 2025
https://github.com/doubledaibo/compcaption_neurips2018
A Neural Compositional Paradigm for Image Captioning
compositionality image-captioning neurips-2018 nlp
Last synced: 23 Mar 2025
https://github.com/tomekkorbak/measuring-non-trivial-compositionality
Code accompanying the paper Measuring non-trivial compositionality in emergent communication
compositionality deep-learning emergent-communication generalization representation-learning
Last synced: 12 May 2025
https://github.com/chakravala/Cartan.jl
Maurer-Cartan-Lie frame connections ∇ Grassmann.jl TensorField derivations
applied-category-theory calculus clifford-algebras compositionality computational-geometry computational-topology curvature differential-geometry discrete-exterior-calculus general-relativity geometric-algebra hyperbolic-geometry lie-groups manifolds mesh-processing non-euclidean-geometry riemannian-geometry tensor tensor-algebra topology
Last synced: 22 Jul 2025
https://github.com/chakravala/cartan.jl
TensorField topology over FrameBundle ∇ with Grassmann.jl elements
applied-category-theory calculus clifford-algebras compositionality computational-geometry computational-topology curvature differential-geometry discrete-exterior-calculus general-relativity geometric-algebra hyperbolic-geometry lie-groups manifolds mesh-processing non-euclidean-geometry riemannian-geometry tensor tensor-algebra topology
Last synced: 24 Dec 2025
https://github.com/eliaskempf/ideal_words
A PyTorch implementation of ideal word computation.
compositionality deep-learning ideal-words interpretability linear-spaces-of-meaning pytorch vision-language-model
Last synced: 08 Oct 2025
https://github.com/lgalke/easy2deeplearn
Code for the paper "Deep neural networks and humans both benefit from compositional structure"
compositionality language-acquisition language-learning large-language-models machine-learning natural-language-processing small-language-models
Last synced: 27 Dec 2025
https://github.com/adam-rocska/invertible-typescript
A library for creating and managing invertible functions and type-safe pipelines in TypeScript.
composition compositionality functional functional-programming inverse invertible pipe pipeline proverse pure stateless strict typesafe typescript
Last synced: 09 Apr 2025
https://github.com/icetube23/ideal_words
A PyTorch implementation of ideal word computation.
compositionality deep-learning ideal-words interpretability linear-spaces-of-meaning pytorch vision-language-model
Last synced: 16 Mar 2025
https://github.com/sushmaakoju/natural-logic
Sentences Involving Complex Compositional Knowledge (SICCK)
compositionality natural-language-inference natural-language-processing natural-logic
Last synced: 21 Mar 2025
https://github.com/tomekkorbak/compositional-communication-via-template-transfer
Code acompanying the paper Developmentally motivated emergence of compositional communication via template transfer
communication compositionality computational-linguistics deep-learning emergent-communication gumbel-softmax language multi-agent signaling-games transfer-learning
Last synced: 18 Jan 2026
https://github.com/markuslohmayer/ephs.jl
A compositional, energy-based software framework for modeling mechanical, electromagnetic and thermodynamic systems
applied-category-theory compositionality julia modeling-language multiphysics-modeling nonequilibrium-thermodynamics port-hamiltonian-systems
Last synced: 09 Oct 2025
