Leo's repositories
LSTM
基于LSTM神经网络的时间序列预测
OceanMesh2D
A fast two-dimensional triangular mesh generator with pre- and post-processing utilities written in pure MATLAB (no toolboxes required) designed specifically to build models that solve shallow-water equations or wave equations in a coastal environment (ADCIRC, SWAN, SCHISM, Telemac, etc.).
copulae
Multivariate data modelling with Copulas in Python
detectSCV
Matlab code to detect submesoscale coherent vortices using Argo / MEOP CTD profiles.
ppnn
post-processing experiments with neural networks
DeepLearningForTSF
深度学习以进行时间序列预测
forecast
forecast package for R
hfradar-dac-landing
IOOS HF Radar DAC Landing Page
Anti-UAV
Served as a large-scale multi-modal benchmark, Anti-UAV drives the future research on the frontiers of tracking UAVs in the wild. With the above innovations and contributions, we have organized the CVPR 2020 Workshop on the 1st Anti-UAV Challenge. These contributions together significantly benefit the community.
wavedrom
:ocean: Digital timing diagram rendering engine
vortex-identification
Code for Advanced Fluid Mechanics (MECH 8290-23-F20)
LSTM-MATLAB
LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.
beamscan_music_array_tester
To test beamforming, MUSIC, MMUSIC and IMMUSIC on linear and other array types with coherent and incoherent signals
argopy
A python library for Argo data beginners and experts
Submesoscale_HFRADAR_Seasonality
Code for my quals project with Andy Thompson, examining seasonal variability at submesoscales using high resolution HF-Radar Data. All data have been removed due to size constraints.
TimeSeriesForecasting
基于统计学的时间序列预测(AR,ARM).
PM2.5-GNN
PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting
forecasting
Time Series Forecasting Best Practices & Examples
NIW
Near-inertial waves in the western pacific
univariateML
An R package for maximum likelihood estimation of univariate densities.
okean
ocean modelling and analysis tools
Waves-1
Python functions & scripts for ocean surface waves modelling
spatial-lstm
Repo related to our AAAI 2021 paper "A spatio-temporal LSTM model to forecast across multiple temporal and spatial scales"
cmdcr
Download and process the data from China Meteorological Data Service Center (CMDC)
BEP
Modelling of wave transmission over submerged dams in SWAN
MeteoAI-1
Meteorological AI with Python or Fortran.
py-dMaps
d-Maps goes into Python mode.
eddy-characteristics
:ocean: Analysis of near-inertial wave interactions with cyclonic and anticyclonic eddies in the northwestern Mediterranean.