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Mahendra Nimmakanti's Projects

06_python_object_class icon 06_python_object_class

Object-oriented programming (OOP) is a method of structuring a program by bundling related properties and behaviors into individual objects. In this tutorial, youโ€™ll learn the basics of object-oriented programming in Python.

07_python_advanced_topics icon 07_python_advanced_topics

You'll learn about Iterators, Generators, Closure, Decorators, Property, and RegEx in detail with examples.

12_python_seaborn_module icon 12_python_seaborn_module

Seaborn is one of the go-to tools for statistical data visualization in python. It has been actively developed since 2012 and in July 2018, the author released version 0.9. This version of Seaborn has several new plotting features, API changes and documentation updates which combine to enhance an already great library. This article will walk through a few of the highlights and show how to use the new scatter and line plot functions for quickly creating very useful visualizations of data.

atmos_drivers icon atmos_drivers

Driver programs for FMS enabled atmospheric dynamical cores

cesm icon cesm

The Community Earth System Model

climate_system icon climate_system

Notes and practicals for my "Physics of the Climate System" lecture

climatepython icon climatepython

๐Ÿ“ˆ Series of workshops and lectures using Python in the climate/atmospheric sciences ๐Ÿ“‰

cmip6 icon cmip6

Code to download, process and plot CMIP6 data

cmip6_hma_paper icon cmip6_hma_paper

Repo for the paper: Climate change in the High Mountain Asia in CMIP6

cmip6_preprocessing icon cmip6_preprocessing

Some code to homogenize naming and parse variables in a xgcm compatible xarray dataset

compphy icon compphy

Assortment of code for model systems in computational physics

cyclonestats icon cyclonestats

**N.B. Nothing works yet.** Some quick notebooks for analysing the tropical cyclone data provided by Kerry Emanuel on his website: https://emanuel.mit.edu/products

data-visualization-with-python icon data-visualization-with-python

Data visualization is the visual presentation of data or information. The goal of data visualization is to communicate data or information clearly and effectively to readers. Typically, data is visualized in the form of a chart, infographic, diagram or map.

dk_tutorials_2021 icon dk_tutorials_2021

2021ๅนด็ปŸ่ฎกๅŽๅค„็†ๅŸน่ฎญๆ•™็จ‹.

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