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:
- ☆49Updated 4 years ago
- 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
- Grounded SCAN data set.☆70Updated 3 years ago
- Simple language-driven navigation tasks for studying compositional learning☆199Updated 5 years ago
- ☆62Updated 2 years ago
- Pytorch implementation of the paper 'Compositional language emerge in a neural iterated learning' (ICLR 2020).☆15Updated 4 years ago
- Neural-Grammar-Symbolic Learning with Back-Search☆55Updated last year
- neural sketch project, currently in generative regex, list transformation (deepcoder), and text editing (robustfill) domains☆24Updated 5 years ago
- Annotated bibliographies.☆40Updated 6 years ago
- ☆43Updated 2 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
- ☆38Updated 4 years ago
- Compositional generalization through meta sequence-to-sequence learning☆83Updated 5 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…☆39Updated 5 years ago
- Language-annotated Abstraction and Reasoning Corpus☆94Updated 2 years ago
- Code for 'Emergent Symbols through Binding in External Memory'.☆21Updated 2 years ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆74Updated 3 years ago
- ☆24Updated 4 years ago
- Pragmatic models for generating and following instructions☆13Updated 5 years ago
- ☆36Updated 10 months ago
- Measuring compositionality in representation learning☆73Updated 6 years ago
- ☆81Updated 4 years ago
- HOUDINI: Lifelong Learning as Program Synthesis☆49Updated 7 months ago
- Learning with latent language☆51Updated 4 years ago
- Silly twitter torch implementations.☆46Updated 3 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆28Updated 4 years ago
- End-to-End Differentiable Proving☆90Updated 6 years ago
- Conditional Theorem Proving☆53Updated 4 years ago
- A framework for experimenting with never-ending learning☆80Updated last year