dkamm / deepcoderLinks
Deepcoder paper implementation
☆118Updated 2 years ago
Alternatives and similar repositories for deepcoder
Users that are interested in deepcoder are comparing it to the libraries listed below
Sorting:
- Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)☆108Updated 5 years ago
- Utilities used in the experiments for the DeepCoder paper (ICLR'17)☆61Updated 2 years ago
- Program Synthesis☆145Updated 4 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 3 years ago
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆38Updated 2 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆173Updated 2 years ago
- REGEL: Regular Expression Generation from Examples and Language☆33Updated 3 years ago
- Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlie…☆84Updated 2 years ago
- Implementation of the paper "Automatic Program Synthesis of Long Programs with a Learned Garbage Collector"☆49Updated 4 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- Utilities used by the Deep Program Understanding team☆102Updated 2 years ago
- Metal: Learning a Meta-Solver for Syntax-Guided Program Synthesis☆15Updated 6 years ago
- [ICML 2020] DrRepair: Learning to Repair Programs from Error Messages☆194Updated 4 years ago
- Website for Learning from "Big Code"☆29Updated 4 years ago
- Code related to "Learning Continuous Semantic Representations of Symbolic Expressions" project.☆35Updated 8 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆167Updated 3 years ago
- HOUDINI: Lifelong Learning as Program Synthesis☆48Updated 3 months ago
- Euphony: a probabilistic model-guided program synthesizer☆25Updated 2 years ago
- Neural Code Comprehension: A Learnable Representation of Code Semantics☆213Updated 7 months ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 3 years ago
- Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with appl…☆381Updated 2 years ago
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Updated 4 years ago
- NeuroCore: Guiding CDCL with Unsat-Core Predictions☆45Updated 5 years ago
- A set of tools for extracting tokens and ASTs from code☆22Updated 7 years ago
- ☆49Updated 5 years ago
- ☆18Updated 3 years ago
- ☆67Updated 3 years ago
- Code2Inv: Learning Loop Invariants for Program Verification☆96Updated 4 years ago
- An curated list of papers on program synthesis.☆69Updated 5 years ago