Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Jupyter metapackage for installation and documentation

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

Python Singular Spectrum Analysis using various embedding methods and SVD algorithms

Python Dynamic Mode Decomposition

Singular Spectrum Analysis methods implementation in Python

A python library for decision tree visualization and model interpretation.

Repository for the "Risk Analysis in Earth Sciences" lab manual

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Tools for working with machine learning in earth science

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

An atmospheric sciences library for Python

A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution

《机器学习》（西瓜书）公式详解

IBTrACS Tropical Storms Data Analysis

JTWC Western North Pacific Best Track Data

Python API for interfacing with the IBTrACS tropical cyclone best track dataset

This is a platform which provides tools for diagnosing models.