Machine Learning on Code

All

25 repositories

oss-llm-intellij
Public
Kotlin
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Apache License 2.0
•0•3•0•10•Updated Jan 29, 2024Jan 29, 2024
sonic
Public
Go
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MIT License
•0•1•0•1•Updated Oct 26, 2023Oct 26, 2023
uast2pl
Public
Universal Abstract Syntax Tree to Prolog
prolog transpiler syntax-tree
prolog transpiler syntax-tree uast bblfsh
Go
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GNU General Public License v3.0
•0•12•0•0•Updated May 14, 2022May 14, 2022
workshop
Public
Machine Learning for Software Engineering: modelling the source code workshop.
Jupyter Notebook
•0•4•5•2•Updated Mar 11, 2021Mar 11, 2021
typilus-action
Public
A GitHub Action for suggesting Python type annotations. With a CLI hack.
Python
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MIT License
•5•0•0•0•Updated Aug 21, 2020Aug 21, 2020
BiFocalE
Public
Code for the paper "Learning Representations of Source Code from Structure and Context"
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•2•0•0•0•Updated Apr 24, 2020Apr 24, 2020
averloc
Public
Repository for the Adversarial ML on Code things
research ml-on-code
research ml-on-code
Python
•5•0•0•0•Updated Mar 5, 2020Mar 5, 2020
mloncode.github.io
Public
HTML
•0•0•0•0•Updated Jan 24, 2020Jan 24, 2020
devfest2019-workshop
Public archive
MLonCode workshop
Jupyter Notebook
•5•6•0•0•Updated Nov 21, 2019Nov 21, 2019
mman_public
Public
Code for "Multi-Modal Attention Network Learning for Semantic Source Code Retrieval"
research pytorch ml-on-code
research pytorch ml-on-code
Python
•2•0•0•0•Updated Nov 15, 2019Nov 15, 2019
evop
Public
Optimization using Evolutionary Operators
data-structures evolutionary-algorithms evolutionary-optimization
data-structures evolutionary-algorithms evolutionary-optimization
Go
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MIT License
•0•3•0•0•Updated Nov 7, 2019Nov 7, 2019
reading-club
Public
0•0•0•0•Updated Nov 5, 2019Nov 5, 2019
deep-code-search
Public
DeepCS: Deep Code Search
Python
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MIT License
•83•0•0•0•Updated Oct 22, 2019Oct 22, 2019
ReCoeus
Public
Relational Verification using Reinforcement Learning (Learning Source Code)
Python
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Apache License 2.0
•2•0•0•0•Updated Oct 6, 2019Oct 6, 2019
CodeSearchNet
Public
Datasets, tools, and benchmarks for representation learning of code.
Jupyter Notebook
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MIT License
•408•0•0•0•Updated Sep 26, 2019Sep 26, 2019
codegraph
Public
Experiments with Git/UAST graph
git go graph
git go graph cayley uast
Go
•0•5•0•0•Updated Sep 9, 2019Sep 9, 2019
paper-end2end-dl
Public
📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)
TeX
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GNU General Public License v3.0
•21•0•0•0•Updated Jul 30, 2019Jul 30, 2019
structured-neural-summarization
Public
A repository with the code for the paper with the same title
research tensorflow ml-on-code
research tensorflow ml-on-code
Python
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MIT License
•26•0•0•0•Updated Apr 11, 2019Apr 11, 2019
astminer
Public
A tool/library for mining of path-based representations of code
ANTLR
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MIT License
•79•0•0•0•Updated Mar 29, 2019Mar 29, 2019
funcom
Public
Funcom Source Code Summarization Tool - Public Release
Python
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GNU General Public License v3.0
•20•0•0•0•Updated Mar 27, 2019Mar 27, 2019
code2seq
Public
Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"
Python
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MIT License
•166•1•0•0•Updated Mar 18, 2019Mar 18, 2019
structured-neural-summarization-replication
Public
Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural language and source code.
research pytroch ml-on-code
research pytroch ml-on-code
Python
•3•0•0•0•Updated Mar 15, 2019Mar 15, 2019
ncc
Public
Neural Code Comprehension: A Learnable Representation of Code Semantics
Python
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BSD 3-Clause "New" or "Revised" License
•50•0•0•0•Updated Dec 6, 2018Dec 6, 2018
ggnn_graph_classification
Public
A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification
MIT License
•92•0•0•0•Updated Nov 1, 2018Nov 1, 2018
memlayout
Public
source{d} lookout analyzer for improving the memory layout of your structs.
memory structure analyzer
memory structure analyzer alignment padding lookout
Go
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MIT License
•0•3•0•0•Updated Oct 8, 2018Oct 8, 2018