Rama Sesha Sridhar Mantripragada's repositories
Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
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.
climate-data-science
Climate Data Science and Earth Observation with Python.
pyenso
A Python Version of Cane-Zebiak Model for ENSO
cmip6
Examples of CMIP6 cloud data analysis with Pangeo
DeepWeather
Predicting weather by machine learning.
ecco_budg_anom
Anomaly budget analysis with ECCO
intro-numerical-methods
Jupyter notebooks and other materials developed for the Columbia course APMA 4300
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_ML
Reconstruction of historical (1905-2015) MJO indices using machine learning
ocean_atmosphere
investigating ocean-atmosphere interactions
OceanLab
Package of Python scripts for Oceanography
open-geo-tutorial
Tutorial of fundamental remote sensing and GIS methodologies using open source software in python
PlotNeuralNet
Latex code for making neural networks diagrams
proplot
🎨 A succinct matplotlib wrapper for making beautiful, publication-quality graphics
PyDMD
Python Dynamic Mode Decomposition
tigramite
Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
time-series
Course files for "Ocean/Atmosphere Time Series Analysis"
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
warmpool-mjo
MJO events and the code for estimating the phase duration and warm pool area as in Roxy et al. 2019, Nature, "Twofold expansion of Indo-Pacific warm pool warps MJO lifecycle"
xinvert
Invert geofluid dynamic problem using SOR iteration method.