yiqun-sun-rookie Goto Github PK
Name: yiqun.sun
Type: User
yiqun.sun's Projects
anomaly_detect_lstm_vae
Keras implementation of LSTM-VAE model for anomaly detection
cama-da_package
CaMa-Flood Data Assimilation
deepssm_sysid
Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.
kalmannet_tsp
code for KalmanNet
keras_lstm_vae
Keras implementation of LSTM Variational Autoencoder
leedl-tutorial
《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
matlab-lstm-vae
Matlab Variational LSTM Autoencoder and Time Series Prediction for anomaly detection. Some code of my masters thesis. Download Link: https://pure.unileoben.ac.at/portal/files/6093740/AC16131071.pdf
neuralhydrology
Python library to train neural networks with a strong focus on hydrological applications.
openda
Open data assimilation toolbox
pysheds
:earth_americas: Simple and fast watershed delineation in python.
python-hydrology-tools
:droplet: This repository holds a list of open source Python packages interesting to Hydrologists
vae-lstm-for-anomaly-detection
We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
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