fanghongbin

dk_tutorials_2021

2021年统计后处理培训教程.

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pangeo-tutorial

Interactive jupyter notebooks for pangeo tutorial events

xarray-tutorial

Xarray Tutorials

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

metview-python

Python interface to Metview meteorological workstation and batch system

Auckland_Python_Workshop

Python for Climate and Meteorological Data Analysis and Visualisation

GewitterGefahr

End-to-end machine-learning library for predicting thunderstorm hazards.

pangeo_lstm_example

Example notebook, showing how to use LSTMs for rainfall-runoff modeling

neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

deeplearning-models

A collection of various deep learning architectures, models, and tips

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

rainymotion

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

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

doineann

A grid-based deep learning method for predicting severe weather.

hagelslag

Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability diagrams.

lorenz_gan

Lorenz 96 model with GAN parameterization of unresolved scale (Y).

ams-ml-python-course

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

metdig

meteva

提供气象产品检验相关程序

ams-2020-ml-python-course

Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course

PlotNeuralNet

Latex code for making neural networks diagrams

nowcasting_dataset

Prepare batches of data for training machine learning solar electricity nowcasting data

pyart

The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.

pycwr

The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)

nmc_del

格点化模式输出统计快速更新系统

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorch-faster-rcnn

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

cfgrib

A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources