bdqnghi

bi-tbcnn

Bilateral Neural Network implementation in Tensorflow

graph-ast

A tool to provide the graph representation of the source code based on the paper: "Learning to Represent Program with Graph, ICLR'18"

ggnn_graph_classification

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

tbcnn-pytorch

A Pytorch implementation for Tree-based Convolutional Neural Networks (TBCNN)

awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

Advanced-Deep-Learning-and-Reinforcement-Learning

Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind

ai-program-translation

Program Translator AI built on Pytorch

program-analysis-course

COM S 413, COM S/CPRE 513 Foundations and Applications of Program Analysis @ Iowa State University

Soot-Tutorial

academic-kickstart

api_learning

Area-Under-the-Margin-Ranking

Implementation of the paper Identifying Mislabeled Data using the Area Under the Margin Ranking: https://arxiv.org/pdf/2001.10528v2.pdf

awesome-tree-based-embedding

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

ggnn_method_name_prediction

GGNN_Reasoning

PyTorch implementation for Graph Gated Neural Network (for Knowledge Graphs)

machine-learning-collections

A collections of tutorial, book or blog post about machine learning that I myself found that interesting

machine-translation

MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

python-program-analysis

A Typescript library for parsing Python 3 and doing basic program analysis, like forming control-flow graphs and def-use chains.

records

SQL for Humans™

Research2Vec

Representing research papers as vectors / latent representations.

seq2seq

Attention-based sequence to sequence learning

SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

TensorFlow-Machine-Learning-Cookbook

Code repository for TensorFlow Machine Learning Cookbook by Packt

torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

tree_loading_samples

treecaps-1

Official Implementation of "TreeCaps : Tree-Structured Capsule Networks for Program Source Code Processing" (NeurIPS 2019).

UnsupervisedMT

Phrase-Based & Neural Unsupervised Machine Translation

vector_space_evolution