Stars
Tools to support analysis of CESM/MOM6 model solutions (mom6-tools)
A template to automatically convert Pluto notebooks to an HTML website with GitHub Pages. Demo page:
Notes for using Julia while learning calculus
Source repo for Earth and Environmental Data Science book
NCAR/CISL Dask tutorial (Spring 2023)
A curated list of awesome Zotero resources
Code for Sonnewald and Lguensat 2021
A python library for time-series smoothing and outlier detection in a vectorized way.
A modular hydrodynamic code written in pure Julia
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
A Python library for accessing and visualizing Argo data
Pangeo for the European Open Science cloud
Course materials for Introduction to Introduction to Physical Oceanography (EESC4925)
Python implementation of the wavelet analysis found in Torrence and Compo (1998)
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
StraitFlux calculates oceanic transports and crosssections on different model grids.
Xarray extension for unstructured climate and global weather data analysis and visualization.
This repository contains program designed for detection of Polynya in ACCESS ESM1.5 Climate model images.
This guide includes a Continuous Wavelet Transform (CWT), significance tests from based on Torrence and Compo (1998) and Cross Wavelet Analysis (CWA) based on Maraun and Kurths(2004).
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
Deep Learning models for Sea Ice Concentration classification generated from the architectures of Neural Network, 1D-CNN and concatenation of the two.
Techniques for deep learning with satellite & aerial imagery
18.335 - Introduction to Numerical Methods course
Analysis ready CMIP6 data in python the easy way with pangeo tools.
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.