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@mloncode Machine Learning on Code

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    25 repositories

    • sonic

      Public
      Go
      •
      MIT License
      •0•1•0•3•Updated Mar 29, 2026Mar 29, 2026

    • oss-llm-intellij

      Public
      Kotlin
      •
      Apache License 2.0
      •0•3•0•10•Updated Jan 29, 2024Jan 29, 2024

    • uast2pl

      Public
      Universal Abstract Syntax Tree to Prolog
      prologtranspilersyntax-tree
      prologtranspilersyntax-treeuastbblfsh
      Go
      •
      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
      •
      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
      •
      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
      researchml-on-code
      researchml-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"
      researchpytorchml-on-code
      researchpytorchml-on-code
      Python
      •2•0•0•0•Updated Nov 15, 2019Nov 15, 2019

    • evop

      Public
      Optimization using Evolutionary Operators
      data-structuresevolutionary-algorithmsevolutionary-optimization
      data-structuresevolutionary-algorithmsevolutionary-optimization
      Go
      •
      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
      •
      MIT License
      •82•0•0•0•Updated Oct 22, 2019Oct 22, 2019

    • ReCoeus

      Public
      Relational Verification using Reinforcement Learning (Learning Source Code)
      Python
      •
      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
      •
      MIT License
      •408•0•0•0•Updated Sep 26, 2019Sep 26, 2019

    • codegraph

      Public
      Experiments with Git/UAST graph
      gitgograph
      gitgographcayleyuast
      Go
      •1•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
      •
      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
      researchtensorflowml-on-code
      researchtensorflowml-on-code
      Python
      •
      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
      •
      MIT License
      •77•0•0•0•Updated Mar 29, 2019Mar 29, 2019

    • funcom

      Public
      Funcom Source Code Summarization Tool - Public Release
      Python
      •
      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
      •
      MIT License
      •163•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.
      researchpytrochml-on-code
      researchpytrochml-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
      •
      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
      •91•0•0•0•Updated Nov 1, 2018Nov 1, 2018

    • memlayout

      Public
      source{d} lookout analyzer for improving the memory layout of your structs.
      memorystructureanalyzer
      memorystructureanalyzeralignmentpaddinglookout
      Go
      •
      MIT License
      •0•3•0•0•Updated Oct 8, 2018Oct 8, 2018
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