dkamm / deepcoder
Deepcoder paper implementation
☆113Updated last year
Related projects ⓘ
Alternatives and complementary repositories for deepcoder
- Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)☆107Updated 5 years ago
- Utilities used in the experiments for the DeepCoder paper (ICLR'17)☆59Updated last year
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆37Updated last year
- Program Synthesis☆144Updated 3 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆88Updated 2 years ago
- Implementation of the paper "Automatic Program Synthesis of Long Programs with a Learned Garbage Collector"☆49Updated 3 years ago
- Code2Inv: Learning Loop Invariants for Program Verification☆85Updated 3 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆170Updated last year
- Metal: Learning a Meta-Solver for Syntax-Guided Program Synthesis☆15Updated 5 years ago
- NeuroCore: Guiding CDCL with Unsat-Core Predictions☆42Updated 4 years ago
- ☆25Updated 2 years ago
- ☆18Updated 2 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆29Updated 4 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆90Updated 2 years ago
- A set of basic tools for manipulating SyGuS benchmarks☆22Updated last year
- neural sketch project, currently in generative regex, list transformation (deepcoder), and text editing (robustfill) domains☆23Updated 4 years ago
- REGEL: Regular Expression Generation from Examples and Language☆33Updated 2 years ago
- Karel dataset for program synthesis and program induction☆78Updated 6 years ago
- ☆50Updated 4 years ago
- Euphony: a probabilistic model-guided program synthesizer☆25Updated last year
- Utilities used by the Deep Program Understanding team☆102Updated last year
- Hoppity☆59Updated 3 years ago
- ☆43Updated last year
- Implementation of DeepCoder's model in tensorflow☆21Updated 7 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆81Updated last year
- Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlie…☆83Updated last year
- A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic re…☆153Updated 3 years ago
- LinearArbitrary-SeaHorn is a CHC solver for LLVM-based languages.☆21Updated last year
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆58Updated 3 years ago