lee-liew,github

pycaret

An open-source, low-code machine learning library in Python

pycinrad

Decode CINRAD (China New Generation Weather Radar) data and visualize.

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"

rnn_pytorch

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

A mapping system based off of local crime data made for CMSC 122 (Computer Science with Applications II) at the University of Chicago. Due to large file storage issues, our Crime.db is not stored on this repo. Please visit https://github.com/aanyaj97/Safe-Route-Old to see full commit history.

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."

statefel_lstm_typhoonprediction

使用RNN(LSTM)預測颱風位置以及強度

steiner_smith

Implementation of Steiner and Smith Radar Quality-control algorithm

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。

tianchi_aiearth

TianChi AIEarth Contest Solution

timeseriesforecasting_ai_team1

Seoultech AI Class Team Project

transfomerdownscaling

This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wind speed".

treesbo

Bayesian optimization for tree based models.

uplandsue

更新WRF土地利用类型

weatherbench

A benchmark dataset for data-driven weather forecasting

weathercrawler

基于python的**天气网的天气数据爬虫

weatherlearn

Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.

wind-speed-prediction

🍃 Wind Speed Prediction Model based on Pytorch

wind_power_forecast

KDD Cup 2022 Baidu Wind Power Forecast项目：百度风电功率预测赛 (Paddle Track 5th)

wind_power_prediction

Wind Power Prediction

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

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