themrcesi

100-days-of-code

Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)

GraphSmote

Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021

pyHGT

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

Graph-Bert

Source code of Graph-Bert

TensorGCN

clrs

GraphSAGE

Representation learning on large graphs using stochastic graph convolutions.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

CPA

Source code for "Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation" (IJCAI 2020)

QGNN

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

Graph-Transformer

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcn-demo

Semi-Supervised classification with Graph Convolution Networks using Pytorch

paper2vec-gensim

tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

python-patterns

A collection of design patterns/idioms in Python

HGAT

Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)

ml-hierarchical-confusion-matrix

Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)

data-engineering-practice

Data Engineering Practice Problems

Converse

mazzetto-aistats21-code

interactive-weak-supervision

Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling

self_pretraining

A classification model

UST

Uncertainty-aware Self-training

CitationScreeningReplicability

[ECIR 2022] Automation of Citation Screening for Systematic Literature Reviews Using Neural Networks: A Replicability Study

MWSS

Early Detection of Fake News with Multi-source Weak Social Supervision

COSINE

[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

reef

Automatically labeling training data

subvenciones

Volcado de la Base de Datos Nacional de Subvenciones (BDNS).

ActiveWeaSuL