yasmineTYM

pytorch_geometric

Graph Neural Network Library for PyTorch

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

GNNPapers

Must-read papers on graph neural networks (GNN)

UGATIT

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)

bootstrap-multiselect

JQuery multiselect plugin based on Twitter Bootstrap.

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

stellargraph

StellarGraph - Machine Learning on Graphs

vedo

A python module for scientific analysis of 3D data based on VTK and Numpy

NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

GEM

LINE

LINE: Large-scale information network embedding

GNNs-for-NLP

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

pixie

Database query builder for PHP, framework agnostic, lightweight and expressive.

Graph-Transformer

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

GMNN

Graph Markov Neural Networks

APPNP

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations" (NAACL 2019).

HINE

Heterogeneous Information Network Embedding

hSBM_Topicmodel

Using stochastic block models for topic modeling

survis

Visual Literature Database

MUSAE

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

bert-stable-fine-tuning

On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines

bert_on_stilts

Fork of huggingface/pytorch-pretrained-BERT for BERT on STILTs

BANE

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

CAN

Co-embedding Attributed Networks

EDA_GNN

Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking

task-transferability

Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.

topsbm

Scikit-learn compatible Topic Modelling with Hierarchical Statistical Block Models (Gerlach, Peixoto and Altmann, 2018)

medium

Scripts for medium posts