liqing-ustc / NGS
Neural-Grammar-Symbolic Learning with Back-Search
☆54Updated 9 months ago
Alternatives and similar repositories for NGS:
Users that are interested in NGS are comparing it to the libraries listed below
- ☆32Updated 3 years ago
- Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning☆12Updated 2 years ago
- Learning with latent language☆51Updated 4 years ago
- PyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019☆48Updated 5 years ago
- The multi-modal sequence to sequence baseline neural models used in the Grounded SCAN paper.☆16Updated 4 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆32Updated 4 years ago
- Grounded SCAN data set.☆69Updated 3 years ago
- Code for ICML2018 - Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction.☆35Updated 6 years ago
- A Pytorch implementation of "Measuring abstract reasoning in neural networks" in ICML 2018 by DeepMind☆38Updated last year
- [ACL 2019] Visually Grounded Neural Syntax Acquisition☆90Updated last year
- Differentiable First-Order Logic Reasoning for Visual Question Answering☆39Updated 4 years ago
- Measuring compositionality in representation learning☆73Updated 6 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Systematic generalization test for CLEVR☆15Updated 5 years ago
- Learning Perceptual Inference by Contrasting☆27Updated 3 years ago
- Compositional generalization through meta sequence-to-sequence learning☆83Updated 5 years ago
- Repository to generate CLEVR-Dialog: A diagnostic dataset for Visual Dialog☆46Updated 5 years ago
- PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World [ACL 2021]☆55Updated 3 years ago
- ☆22Updated 3 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆26Updated 3 years ago
- ACRE: Abstract Causal REasoning Beyond Covariation☆19Updated 3 years ago
- Code for AAAI20 paper "Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning"☆16Updated 5 years ago
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 5 years ago
- Neural Logic Inductive Learning☆42Updated 2 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- Personal python toolbox.☆140Updated last month
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆26Updated 4 years ago
- Annotated bibliographies.☆40Updated 5 years ago
- Official Repository of NeurIPS2021 paper: PTR☆33Updated 3 years ago
- OpenLock Environment for OpenAI Gym☆19Updated 4 years ago