mloncode Goto Github PK

astminer

A tool/library for mining of path-based representations of code

averloc

Repository for the Adversarial ML on Code things

bifocale

Code for the paper "Learning Representations of Source Code from Structure and Context"

code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

codegraph

Experiments with Git/UAST graph

codesearchnet

Datasets, tools, and benchmarks for representation learning of code.

deep-code-search

DeepCS: Deep Code Search

devfest2019-workshop

MLonCode workshop

evop

Optimization using Evolutionary Operators

funcom

Funcom Source Code Summarization Tool - Public Release

ggnn_graph_classification

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification

memlayout

source{d} lookout analyzer for improving the memory layout of your structs.

mloncode.github.io

mman_public

Code for "Multi-Modal Attention Network Learning for Semantic Source Code Retrieval"

ncc

Neural Code Comprehension: A Learnable Representation of Code Semantics

oss-llm-intellij

paper-end2end-dl

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

reading-club

recoeus

Relational Verification using Reinforcement Learning (Learning Source Code)

sonic

structured-neural-summarization

A repository with the code for the paper with the same title

structured-neural-summarization-replication

Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural language and source code.

typilus-action

A GitHub Action for suggesting Python type annotations. With a CLI hack.

uast2pl

Universal Abstract Syntax Tree to Prolog

workshop

Machine Learning for Software Engineering: modelling the source code workshop.