lee-liew's repositories
motu-client-python
Motu is a high efficient and robust Web Server which fills the gap between heterogeneous data providers to end users. Motu handles, extracts and transforms oceanographic huge volumes of data without performance collapse. This client enables to extract and download data through a python command line.
apachecn-ds-zh
:book: [译] ApacheCN 数据科学译文集
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
DSGAN
a GAN for precipitation downscaling
gweatherrouting
Sailing weather routing made easy
image-super-resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
KDD_wind_power_forecast
KDD Cup 2022 spatial dynamic wind power forecast challenge solution.
KDDCUP2022
[KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022
KDDCup2022-Baidu
3rd place solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting
libweatherrouting
A sailing weather routing library
neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
oceanMonitor
南海海洋台风监测网页
OpenCastKit
The open-source solutions of FourCastNet and GraphCast
Pangu-Weather
An official implementation of Pangu-Weather
power_perceiver
Machine learning experiments using the Perceiver IO model to forecast the electricity system (starting with solar)
Prediction-of-wind-turbine-power-generation-from-real-time-SCADA-data
Prediction of wind turbine power generation from real-time SCADA data
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
radar_nowcasting
A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article
Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"
SDWPF-Baidu-KDD-Cup-2022
Solution in Baidu KDD Cup 2022
SIMROUTE
SIMROUTE: Weather Ship Routing (WSR) Code. The software is constructed considering available Copernicus Marine Environment Monitoring Service (CMEMS) wave predictions systems of free use.
skillful_nowcasting
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
team-learning-data-mining
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
wind_power_forecast
KDD Cup 2022 Baidu Wind Power Forecast项目：百度风电功率预测赛 (Paddle Track 5th)