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from_fourier_to_koopman

Linear and non-linear spectral forecasting algorithms

gcca

Generalized Canonical Correlation Analysis

gde

Neural Graph Differential Equations (Neural GDEs)

gdes

Generating Diverse Extended Summaries of Scientific Articles

gnn-lspe

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

gnn-spectrum

Implementation of the paper "A New Perspective on the Effects of Spectrum in Graph Neural Networks"

gradient-descent

A simple demonstration of gradient-descent algorithm in C++ on a linear funciton.

grand-plus

Code and dataset for paper "GRAND+: Scalable Graph Random Neural Networks"

graph-based-tc

Graph-based framework for text classification

graph-datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

graph-mlpmixer

Repository for Graph MLP-Mixer

graphembedding

Implementation and experiments of graph embedding algorithms.

greedy-layer-pruning

Greedy layer pruning for transformer models.

hfa_release

The implementation for heterogeneous feature augmentation (HFA)

how_attentive_are_gats

Code for the paper "How Attentive are Graph Attention Networks?"

huapa

AAAI18 paper 《Improving Review Representations with User Attention and Product Attention for Sentiment Classification》

hyperparameter-optimization-of-machine-learning-algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

ice

Individualized Classifier Ensemble

ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

impsq

Implicit^2: Implicit model for implicit neural representations

in1165-mcs-list-01

in1165-mcs-list-02

in1165-mcs-list-03

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

jacobiconv

How Powerful are Spectral Graph Neural Networks

jquery-autocomplete

Ajax Autocomplete for jQuery allows you to easily create autocomplete/autosuggest boxes for text input fields

jukebox

Code for "Jukebox: A Generative Model for Music"

kadot

Kadot, the unsupervised natural language processing library.

kdcovid

Knowledge Discovery for COVID19: Search the full text of CORD19 research papers on COVID 19

keras-attention

Visualizing RNNs using the attention mechanism