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Yugen Yi's Projects

subgnn icon subgnn

Subgraph Neural Networks (NeurIPS 2020)

svm-cnn icon svm-cnn

A feature extractor based on Python 3, Tensorflow and Scikit-learn created in order to improve the accuracy of SVM to classify MNIST dataset fast and with more accuracy.

tadgan icon tadgan

Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tgrs-csmrf icon tgrs-csmrf

Cosaliency Detection and Region-of-Interest Extraction via Manifold Ranking and MRF in Remote Sensing Images

time-series icon time-series

Time-Series models for multivariate and multistep forecasting, regression, and classification

time-series-autoencoder icon time-series-autoencoder

:chart_with_upwards_trend: Pytorch dual-attention LSTM-autoencoder for multivariate time series forecasting :chart_with_upwards_trend:

tods icon tods

TODS: An Automated Time-series Outlier Detection System

transdim icon transdim

Machine learning for transportation data imputation and prediction.

tscresnet icon tscresnet

A PyTorch Time Series Classification ResNet Model

tslearn icon tslearn

A machine learning toolkit dedicated to time-series data

tsviz-core icon tsviz-core

Code for the paper: "TSViz: Demystification of Deep Learning Models for Time-Series Analysis"

u-2-net icon u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

ua-mt icon ua-mt

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

unet-zoo icon unet-zoo

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

v-gan-tensorflow icon v-gan-tensorflow

A tensorflow implementation of "Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks"

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