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Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Interactive jupyter notebooks for pangeo tutorial events
Xarray Tutorials
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,…
Python interface to Metview meteorological workstation and batch system
Python for Climate and Meteorological Data Analysis and Visualisation
End-to-end machine-learning library for predicting thunderstorm hazards.
Example notebook, showing how to use LSTMs for rainfall-runoff modeling
Python library to train neural networks with a strong focus on hydrological applications.
A collection of various deep learning architectures, models, and tips
The "Python Machine Learning (3rd edition)" book code repository
Python library for radar-based precipitation nowcasting based on optical flow techniques
Source code accompanying O'Reilly book: Machine Learning Design Patterns
A grid-based deep learning method for predicting severe weather.
Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability diagrams.
Lorenz 96 model with GAN parameterization of unresolved scale (Y).
Machine Learning in Python for Environmental Science Problems AMS Short Course Material
Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course
Latex code for making neural networks diagrams
Prepare batches of data for training machine learning solar electricity nowcasting data
The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)
b8raoult / cfgrib
Forked from ecmwf/cfgribA Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes
flashlxy / awesome-python
Forked from vinta/awesome-pythonA curated list of awesome Python frameworks, libraries, software and resources