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Li Yifan's Projects

-cwru-bearlstm icon -cwru-bearlstm

with LSTM method to solve bearing fault diagnosis classification

-cwru-ssvae icon -cwru-ssvae

try out bearing fault diagnosis with semi-supervised vae

anogan-tf icon anogan-tf

Tensorflow Implementation of AnoGAN (Anomaly GAN)

ecg_ptbxl_benchmarking icon ecg_ptbxl_benchmarking

Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"

jsprit icon jsprit

jsprit is a java based, open source toolkit for solving rich vehicle routing problems

m3gan icon m3gan

Code for the paper "M3GAN: A Masking Strategy with a Mutable Filter for Multidimensional Anomaly Detection"

ml_dl_stats_tutorials icon ml_dl_stats_tutorials

The adoption of Machine learning (including deep learning) and advanced statistical methods can be made easier with well-documented tutorials. This repo intends to provide such tutorials.

nips17-rexgen icon nips17-rexgen

Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network (NIPS 2017)

patchtst icon patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

pscn icon pscn

A python implementation of Patchy-San Convolutional Network for Graph

tennessee-eastman-profbraatz icon tennessee-eastman-profbraatz

The Fortran 77 codes for the open-loop and the closed-loop simulations for the Tennessee Eastman process (TEP) as well as the training and testing data files used for evaluating the data-driven methods (PCA, PLS, FDA, and CVA).

weka icon weka

GitHub clone of SVN repo https://svn.cms.waikato.ac.nz/svn/weka/ (cloned by http://svn2github.com/). This repo is not updated anymore. Please read at http://piotr.gabryjeluk.pl/blog:svn2github-problems

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