ram-sridhar Goto Github PK

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

ai4ess-hackathon-2020

air-sea-interaction-diagnostics

Intraseasonal air-sea interaction diagnostics (DeMott et al. 2016 JGR)

ams-ml-python-course

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

ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

atlas

Datasets, code and virtual workspace for the Climate Change ATLAS

ats655-coursematerial

Course material for ATS 655: Objective Analysis with Prof. Elizabeth Barnes, Dept. of Atmospheric Science, Colorado State University.

books

Source code for 100+ books, kept here for quick reference

climate-data-science

Climate Data Science and Earth Observation with Python.

climatevegetationdynamics_grangercausality

Source code for the publications on "a non-linear Granger-causality framework to investigate climate–vegetation dynamics", by Papagiannopoulou et al., GMD & ERL 2017

cmip6

Examples of CMIP6 cloud data analysis with Pangeo

deepweather

Predicting weather by machine learning.

ecco_budg_anom

Anomaly budget analysis with ECCO

enso-diagnostics

ENSO diagnostics NCL scripts

geocat-comp

ghcnpy

Package to import, analyze, and visualize data from the Global Historical Climatology Network - Daily (GHCN-D) Dataset 0

gill

NCL scripts to draw the Gill patterns

gpf_momentum_budget_analysis

intro-numerical-methods

Jupyter notebooks and other materials developed for the Columbia course APMA 4300

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

lim

Code and data for building linear inverse model (LIM) in Matlab

linearinversemodeling

Scripts to build a linear inverse model (LIM) based on an input pickle file.

meteoai

The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.

meteorological-books

气象相关书籍合集（持续更新）

mima

Model of an idealized Moist Atmosphere: Intermediate-complexity General Circulation Model with full radiation

mjo_deeplearning

Repository for Toms et al. (2019) publication on deep learning + the MJO

mjo_ml

Reconstruction of historical (1905-2015) MJO indices using machine learning

numerical-mooc

A collaborative educational initiative in computational science and engineering.

ocean_atmosphere

investigating ocean-atmosphere interactions

oceanlab

Package of Python scripts for Oceanography