mtensor / neural_sketchLinks
neural sketch project, currently in generative regex, list transformation (deepcoder), and text editing (robustfill) domains
☆24Updated 5 years ago
Alternatives and similar repositories for neural_sketch
Users that are interested in neural_sketch are comparing it to the libraries listed below
Sorting:
- 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
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- ☆43Updated 2 years ago
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆38Updated 2 years ago
- ☆24Updated 4 years ago
- A scalable abstraction learning library☆80Updated this week
- Karel dataset for program synthesis and program induction☆79Updated 7 years ago
- Code for the benchmark containing dataset, models and metrics for productive concept learning -- a kind of compositional reasoning task t…☆17Updated 3 years ago
- Code for Learning to Synthesize Programs as Interpretable and Generalizable Policies in NeurIPS 2021☆37Updated 2 years ago
- ☆25Updated 3 years ago
- Neural-Grammar-Symbolic Learning with Back-Search☆54Updated 11 months ago
- Deepcoder paper implementation☆118Updated 2 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆27Updated 3 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆88Updated 3 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
- Program Synthesis☆145Updated 4 years ago
- ☆18Updated 3 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- Graph-based Deep Q Network for Web Navigation☆47Updated 5 years ago
- An environment for benchmarking commonsense agents☆29Updated 4 years ago
- Grounded SCAN data set.☆69Updated 3 years ago
- HOUDINI: Lifelong Learning as Program Synthesis☆48Updated 3 months ago
- DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, out…☆86Updated 11 months ago
- Code for 'Emergent Symbols through Binding in External Memory'.☆20Updated 2 years ago
- Implementation of the paper "Automatic Program Synthesis of Long Programs with a Learned Garbage Collector"☆49Updated 4 years ago
- ☆24Updated 2 years ago
- OOPSLA 2019 Artifact for AutoPandas. Website at https://rbavishi.github.io/autopandas☆31Updated 2 years ago
- Symbolic Reinforcement Learning using Inductive Logic Programming☆62Updated 2 years ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆72Updated 3 years ago
- ☆10Updated 4 years ago