Li Xu's Projects
100-Days-Of-ML-Code中文版
Atmospheric data Community Toolkit
Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course
Machine Learning in Python for Environmental Science Problems AMS Short Course Material
Awesome Open Atmospheric, Ocean, and Climate Science
My cheatsheets
Climate indices for drought monitoring, community reference implementations in Python
Python package for process-oriented climate modeling
计算机学科基础知识和主流编程语言相关内容的总结
Calculate the Evaporative Demand Drought Index (EDDI)
A robot powered training repository :robot:
Python script to generate station data for GrADS
📘《Python进阶》(Intermediate Python 中文版)
以撸代码的形式学习Python
Config files for my GitHub profile.
周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!
Matplotlib 3.1 cheat sheet.
A notebook containing some of the leg work that needs to be done to properly implement the NWS WBGT calculation into metpy.
NoahMP setup, forcing and run scripts on niagara
The PyEarthScience repository created by DKRZ (German Climate Computing Center) provides Python scripts and Jupyter notebooks in particular for scientific data processing and visualization used in climate science. It contains scripts for visualization, I/O, and analysis using PyNGL, PyNIO, xarray, cfgrib, xesmf, cartopy, and others.
Python package for calculating reference/potential evapotranspiration (ETo).
All Algorithms implemented in Python
Python - 100天从新手到大师
Comprehensive Python Cheatsheet
《利用Python进行数据分析·第2版》
Time Series Prediction with tf.contrib.timeseries
TensorFlow Tutorial for Time Series Prediction