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:
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 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
- ☆24Updated 4 years ago
- ☆43Updated 2 years ago
- HOUDINI: Lifelong Learning as Program Synthesis☆48Updated 3 months 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
- A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic re…☆165Updated 3 years ago
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆38Updated 2 years ago
- Neural-Grammar-Symbolic Learning with Back-Search☆54Updated 11 months ago
- ☆50Updated 4 years ago
- ☆18Updated 3 years ago
- ☆25Updated 3 years ago
- A scalable abstraction learning library☆80Updated this week
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 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
- Combining Symbolic and Function Evaluation Expressions In Neural Programs☆34Updated 5 years ago
- Graph-based Deep Q Network for Web Navigation☆48Updated 6 years ago
- Program Synthesis☆145Updated 4 years ago
- Language-annotated Abstraction and Reasoning Corpus☆88Updated 2 years ago
- Knowledge-Aware RL agents with Commonsense Reasoning☆79Updated 3 years ago
- Code for 'Emergent Symbols through Binding in External Memory'.☆20Updated 2 years 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
- Deepcoder paper implementation☆118Updated 2 years ago
- ☆43Updated 7 years ago
- General-purpose program synthesiser☆46Updated 8 months ago
- Karel dataset for program synthesis and program induction☆79Updated 7 years ago
- ☆34Updated 6 months ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated last year
- Code for Learning to Synthesize Programs as Interpretable and Generalizable Policies in NeurIPS 2021☆39Updated 2 years ago
- Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow☆41Updated 6 years ago