urialon

ECG

ECG Python Code

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

bottleneck

Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"

Code-LMs

Guide to using pre-trained large language models of source code

codenn

Summarizing Source Code using a Neural Attention Model - CODENN

concode

Mapping Language to Code in a Programmatic Context

convolutional-attention

Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper

docprompting

Data and code for "DocPrompting: Generating Code by Retrieving the Docs"

DyGIE

gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

genre-diverse-story-gen

GloVe

GloVe model for distributed word representation

gnn-comparison

Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020

graph-based-code-modelling

Code for "Generative Code Modeling with Graphs" (ICLR'19)

GraphIE

lingvo

Lingvo

lpd

A Fast, Extensible Trainer and Extensions for Pytorch

ml4code.github.io

Website for "A Survey of Machine Learning for Big Code and Naturalness"

Nice2Predict

Learning framework for program property prediction

otter-grader

Scalable autograder for Python and Jupyter Notebooks

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

SINGLE

Single-Node Attack For Fooling Graph Neural Networks

SLED-1

The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper

tensorflow

An Open Source Machine Learning Framework for Everyone

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

unlimiformer

Public repo for the preprint "Unlimiformer: Long-Range Transformers with Unlimited Length Input"

word2vec

Automatically exported from code.google.com/p/word2vec