Pinned Repositories
code2seq
Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"
codegraph
Experiments with Git/UAST graph
devfest2019-workshop
MLonCode workshop
evop
Optimization using Evolutionary Operators
memlayout
source{d} lookout analyzer for improving the memory layout of your structs.
mloncode.github.io
oss-llm-intellij
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.
Machine Learning on Code's Repositories
mloncode/uast2pl
Universal Abstract Syntax Tree to Prolog
mloncode/devfest2019-workshop
MLonCode workshop
mloncode/codegraph
Experiments with Git/UAST graph
mloncode/workshop
Machine Learning for Software Engineering: modelling the source code workshop.
mloncode/evop
Optimization using Evolutionary Operators
mloncode/memlayout
source{d} lookout analyzer for improving the memory layout of your structs.
mloncode/oss-llm-intellij
mloncode/code2seq
Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"
mloncode/BiFocalE
Code for the paper "Learning Representations of Source Code from Structure and Context"
mloncode/ggnn_graph_classification
A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification
mloncode/mloncode.github.io
mloncode/paper-end2end-dl
📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)
mloncode/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.
mloncode/typilus-action
A GitHub Action for suggesting Python type annotations. With a CLI hack.
mloncode/astminer
A tool/library for mining of path-based representations of code
mloncode/averloc
Repository for the Adversarial ML on Code things
mloncode/CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
mloncode/deep-code-search
DeepCS: Deep Code Search
mloncode/funcom
Funcom Source Code Summarization Tool - Public Release
mloncode/mman_public
Code for "Multi-Modal Attention Network Learning for Semantic Source Code Retrieval"
mloncode/ncc
Neural Code Comprehension: A Learnable Representation of Code Semantics
mloncode/reading-club
mloncode/ReCoeus
Relational Verification using Reinforcement Learning (Learning Source Code)
mloncode/sonic
mloncode/structured-neural-summarization
A repository with the code for the paper with the same title