jiang6158 Goto Github PK

38-cloud-a-cloud-segmentation-dataset

This data set includes Landsat 8 images and their manually extracted pixel-level ground truths for cloud detection.

ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

autots

Automated Time Series Forecasting

cmorph

Python3 script for reading and ploting China Hourly Merged Precipitation Analysis(CMORPH) Data

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

deeprain

short term precipitation prediction with a UNet

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dl4es

dsgan

a GAN for precipitation downscaling

dynamic-image-nets

Dynamic Image Networks for Action Recognition

hello-github-actions

hko-7-beginwithconvlstm-yytinzhao

image-recognition

Recognize images using Spatial Pyramid Matching & Earth Mover's Distance

jp_01_real_time_alignment_and_distribution_of_weather_radar_data_with_rain_gauge_data_for_deep_learn

Quantitative Precipitation Estimation (QPE) based on weather radar observations plays a significant role in the understanding of weather events, especially in real-time, where fast evolving phenomena like convective storm cells can be dangerous. We wish to demonstrate QPE using deep learning as an alternative approach to empirical relationship equa

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

math-formula-recognition

Math formula recognition (Images to LaTeX strings)

meteoai

The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.

meteoinfo

MeteoInfo: GIS, scientific computation and visualization environment.

models

Models and examples built with TensorFlow

pangu-weather

An official implementation of Pangu-Weather

pangu-weather-verify

Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations

precipitation-nowcasting

pytorch implemention of trajGRU-HKO-7 Pytorch progarmming

pumpkin-book

《机器学习》（西瓜书）公式详解

pyenv

Simple Python version management

pyradar

CINRAD basic data read and process. Draw PPI, RHI, CAPPI, volume rendering and several 3D model of basic data.

qpetw

Quantitative Precipitation Estimation for Taiwan Area

rainymotionopticalflow

Python library for radar-based precipitation nowcasting based on optical flow techniques

skillful_nowcasting

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

smaat-unetforecast

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"