microsoft / DeepCoder-Utils
Utilities used in the experiments for the DeepCoder paper (ICLR'17)
☆61Updated 2 years ago
Alternatives and similar repositories for DeepCoder-Utils
Users that are interested in DeepCoder-Utils are comparing it to the libraries listed below
Sorting:
- Deepcoder paper implementation☆118Updated 2 years ago
- Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)☆108Updated 5 years ago
- Program Synthesis☆145Updated 4 years ago
- REGEL: Regular Expression Generation from Examples and Language☆34Updated 2 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
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- An curated list of papers on program synthesis.☆69Updated 5 years ago
- Website for Learning from "Big Code"☆29Updated 3 years ago
- MLonCode community effort to implement Learning Distributed Representations of Code (https://arxiv.org/pdf/1803.09473.pdf)☆39Updated 6 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- Code related to "Learning Continuous Semantic Representations of Symbolic Expressions" project.☆35Updated 8 years ago
- Artifacts and other data for "Code Vectors: Understanding Programs Through Embedded Abstraced Symbolic Traces"☆22Updated 4 years ago
- neural sketch project, currently in generative regex, list transformation (deepcoder), and text editing (robustfill) domains☆24Updated 5 years ago
- OOPSLA 2019 Artifact for AutoPandas. Website at https://rbavishi.github.io/autopandas☆31Updated 2 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…☆31Updated 4 years ago
- Implementation of the paper "Automatic Program Synthesis of Long Programs with a Learned Garbage Collector"☆49Updated 4 years ago
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆38Updated 2 years ago
- Euphony: a probabilistic model-guided program synthesizer☆25Updated 2 years ago
- Demonstration of the path-extraction process shown in the paper "A General Path-Based Representation for Predicting Program Properties"☆24Updated 3 years ago
- ☆49Updated 5 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- Utilities used by the Deep Program Understanding team☆102Updated last year
- Metal: Learning a Meta-Solver for Syntax-Guided Program Synthesis☆15Updated 6 years ago
- A set of basic tools for manipulating SyGuS benchmarks☆22Updated 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 2 years ago
- Paper Artifacts for "Aroma: Code Recommendation via Structural Code Search"☆58Updated 3 years ago
- HOUDINI: Lifelong Learning as Program Synthesis☆48Updated last month
- Code2Inv: Learning Loop Invariants for Program Verification☆94Updated 4 years ago
- Baseline for the Conala: Code/Natural Language Challenge☆60Updated 3 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago