mtensor / rulesynthesisLinks
Code for "Learning Compositional Rules via Neural Program Synthesis"
☆60Updated 4 years ago
Alternatives and similar repositories for rulesynthesis
Users that are interested in rulesynthesis are comparing it to the libraries listed below
Sorting:
- Code for the benchmark containing dataset, models and metrics for productive concept learning -- a kind of compositional reasoning task t…☆17Updated 4 years ago
- Combining Symbolic and Function Evaluation Expressions In Neural Programs☆34Updated 5 years ago
- ☆50Updated 4 years ago
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆52Updated 4 years ago
- Annotated bibliographies.☆40Updated 5 years ago
- Pragmatic models for generating and following instructions☆13Updated 5 years ago
- ☆62Updated 2 years ago
- Compositional generalization through meta sequence-to-sequence learning☆83Updated 5 years ago
- Grounded SCAN data set.☆69Updated 3 years ago
- Learning with latent language☆51Updated 4 years ago
- Simple language-driven navigation tasks for studying compositional learning☆198Updated 4 years ago
- Measuring compositionality in representation learning☆73Updated 6 years ago
- Code for 'Emergent Symbols through Binding in External Memory'.☆20Updated 2 years ago
- This repository contains an entailment dataset for propositional logic, and code for generating that dataset. It also contains code for p…☆70Updated 7 years ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆74Updated 3 years ago
- Neural-Grammar-Symbolic Learning with Back-Search☆54Updated last year
- ☆24Updated 4 years ago
- A public repository for "Write, Execute, Assess: Program Synthesis With a REPL" project by Kevin Ellis, Max Nye, Yewen Pu, Felix Sosa, Jo…☆38Updated 5 years ago
- Language-annotated Abstraction and Reasoning Corpus☆90Updated 2 years ago
- HOUDINI: Lifelong Learning as Program Synthesis☆48Updated 4 months ago
- Conditional Theorem Proving☆53Updated 4 years ago
- End-to-End Differentiable Proving☆90Updated 6 years ago
- Paper: Learning to Recombine and Resample Data for Compositional Generalization☆10Updated 4 years ago
- ☆38Updated 4 years ago
- ☆130Updated last year
- neural sketch project, currently in generative regex, list transformation (deepcoder), and text editing (robustfill) domains☆24Updated 5 years ago
- Tensor product decomposition network☆19Updated 4 years ago
- ☆43Updated 2 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆27Updated 4 years ago
- Python package for Sentential Decision Diagrams (SDD)☆63Updated 5 months ago