rbavishi / atlas
A Framework for Model-Backed Generators. Backend for AutoPandas (https://autopandas.io)
☆21Updated 3 years ago
Alternatives and similar repositories for atlas:
Users that are interested in atlas are comparing it to the libraries listed below
- Neural Code Comprehension: A Learnable Representation of Code Semantics☆209Updated 2 months ago
- Refazer: Learning Program Transformations from Examples☆30Updated 6 years ago
- A Typescript library for parsing Python 3 and doing basic program analysis, like forming control-flow graphs and def-use chains.☆53Updated 5 years ago
- REGEL: Regular Expression Generation from Examples and Language☆33Updated 2 years ago
- A set of basic tools for manipulating SyGuS benchmarks☆22Updated last year
- Program Synthesis☆143Updated 3 years ago
- evaluation dataset consisting of natural language query and code snippet pairs☆123Updated 9 months ago
- Utilities used by the Deep Program Understanding team☆102Updated last year
- an implementation of "code2vec: Learning Distributed Representations of Code"☆30Updated 7 months ago
- Euphony: a probabilistic model-guided program synthesizer☆25Updated 2 years ago
- program synthesis is possible☆41Updated 5 years ago
- Flow graphs for Python☆25Updated 2 years ago
- ☆24Updated 3 years ago
- A Java program synthesizer.☆21Updated 5 years ago
- Deep learning program generator☆105Updated last year
- Paper Artifacts for "Aroma: Code Recommendation via Structural Code Search"☆57Updated 3 years ago
- Code2Inv: Learning Loop Invariants for Program Verification☆88Updated 4 years ago
- Utilities used in the experiments for the DeepCoder paper (ICLR'17)☆59Updated 2 years ago
- [ICML 2020] DrRepair: Learning to Repair Programs from Error Messages☆192Updated 3 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
- An curated list of papers on program synthesis.☆68Updated 5 years ago
- Artifacts and other data for "Code Vectors: Understanding Programs Through Embedded Abstraced Symbolic Traces"☆22Updated 4 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆170Updated 2 years ago
- TorchQL is a query language for Python-based machine learning models and datasets.☆11Updated 9 months ago
- Type4Py: Deep Similarity Learning-Based Type Inference for Python☆63Updated last year
- Website for Learning from "Big Code"☆29Updated 3 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 2 years ago
- OOPSLA 2019 Artifact for AutoPandas. Website at https://rbavishi.github.io/autopandas☆30Updated 2 years ago
- 📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)☆72Updated 2 years ago