PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).
☆450Oct 24, 2020Updated 5 years ago
Alternatives and similar repositories for NSCL-PyTorch-Release
Users that are interested in NSCL-PyTorch-Release are comparing it to the libraries listed below
Sorting:
- Neural-symbolic visual question answering☆280Mar 27, 2023Updated 2 years ago
- Implementation for the Neural Logic Machines (NLM).☆294May 13, 2019Updated 6 years ago
- PyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019☆47Dec 3, 2019Updated 6 years ago
- Personal python toolbox.☆144Sep 29, 2025Updated 5 months ago
- Neural-Grammar-Symbolic Learning with Back-Search☆55Jul 25, 2024Updated last year
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆60Oct 28, 2021Updated 4 years ago
- [ACL 2019] Visually Grounded Neural Syntax Acquisition☆90Feb 24, 2024Updated 2 years ago
- Neural State Machine implemented in PyTorch☆71Oct 10, 2019Updated 6 years ago
- Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with appl…☆383Nov 21, 2022Updated 3 years ago
- A collection of papers of neural-symbolic AI (mainly focus on NLP applications)☆293Aug 17, 2024Updated last year
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Dec 7, 2020Updated 5 years ago
- Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]☆67Aug 3, 2023Updated 2 years ago
- Differentiable First-Order Logic Reasoning for Visual Question Answering☆44Mar 7, 2021Updated 4 years ago
- PyTorch implementation of ICLR 2020 paper "CLEVRER: CoLlision Events for Video REpresentation and Reasoning"☆128Nov 6, 2020Updated 5 years ago
- Measuring compositionality in representation learning☆73May 5, 2019Updated 6 years ago
- OpenLock Environment for OpenAI Gym☆19Feb 16, 2021Updated 5 years ago
- A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning☆643Aug 30, 2021Updated 4 years ago
- ☆20Apr 3, 2023Updated 2 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆29Jul 8, 2021Updated 4 years ago
- Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution☆25Mar 18, 2021Updated 4 years ago
- Code for ICML2018 - Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction.☆36Apr 20, 2019Updated 6 years ago
- Inferring and Executing Programs for Visual Reasoning☆802Aug 30, 2021Updated 4 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆36Mar 9, 2024Updated last year
- RAVEN: A Dataset for Relational and Analogical Visual rEasoNing☆193Apr 12, 2025Updated 10 months ago
- Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning☆11Jul 20, 2022Updated 3 years ago
- PyTorch implementation for the Neural Logic Machines (NLM).☆11May 7, 2019Updated 6 years ago
- A Pytorch implementation of "Measuring abstract reasoning in neural networks" in ICML 2018 by DeepMind☆37Jul 8, 2023Updated 2 years ago
- MUREL (CVPR 2019), a multimodal relational reasoning module for VQA☆195Feb 9, 2020Updated 6 years ago
- Code release for Hu et al., Language-Conditioned Graph Networks for Relational Reasoning. in ICCV, 2019☆92Aug 9, 2019Updated 6 years ago
- Official implementation for our CVPR19 paper, AOGNets: Compositional Grammatical Architectures for Deep Learning☆66Jun 25, 2019Updated 6 years ago
- Learning Perceptual Inference by Contrasting☆27Apr 28, 2022Updated 3 years ago
- ACRE: Abstract Causal REasoning Beyond Covariation☆19Dec 7, 2021Updated 4 years ago
- A python toolkit for parsing captions (in natural language) into scene graphs (as symbolic representations).☆592Jan 23, 2024Updated 2 years ago
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆281Dec 17, 2021Updated 4 years ago
- ☆549Jul 1, 2023Updated 2 years ago
- Code release for Hu et al., Explainable Neural Computation via Stack Neural Module Networks. in ECCV, 2018☆71Nov 17, 2019Updated 6 years ago
- This is the dataset generation code for ADEPT (Approximate Derenderer, Extended Physics, and Tracking). http://physadept.csail.mit.edu/☆15Sep 26, 2022Updated 3 years ago
- (Batched) advanced indexing for PyTorch.☆53Dec 26, 2024Updated last year
- A novel approach to learning concept embeddings and approximate reasoning in ALC knowledge bases with neural networks☆14Feb 7, 2023Updated 3 years ago