eabarnes1010 / ml_tutorial_csuLinks
material for the CSU-led machine learning tutorial for earth science research
☆90Updated 3 years ago
Alternatives and similar repositories for ml_tutorial_csu
Users that are interested in ml_tutorial_csu are comparing it to the libraries listed below
Sorting:
- ☆111Updated 4 years ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆67Updated last year
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆68Updated 10 months ago
- Machine Learning in Python for Environmental Science Problems AMS Short Course Material☆181Updated 6 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆24Updated last year
- Tutorials for basic analysis of CMIP6 climate models on the Google Cloud Platform.☆73Updated 5 years ago
- Analysis framework and collection of process-oriented diagnostics for weather and climate simulations☆75Updated 3 months ago
- tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python☆86Updated 5 months ago
- Analysis ready CMIP6 data in python the easy way with pangeo tools.☆201Updated 3 weeks ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Updated 5 years ago
- Examples of analysis of CMIP6 data using xarray and dask☆54Updated 5 years ago
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆39Updated 2 years ago
- Extreme weather detection and characterization☆109Updated 2 weeks ago
- Code for Sonnewald and Lguensat 2021☆23Updated 2 years ago
- CMIP ENSO metrics python code☆31Updated last week
- Lorenz 1996 two time-scale model for learning machine learning☆53Updated 6 months ago
- This repository contains a several tutorials for using the ECCO Central Production Version 4 ocean and sea-ice state estimate. Individiua…☆54Updated last week
- GOES-16 Convective Initiation Benchmark☆17Updated 3 years ago
- Source code for the Last Millennium Reanalysis (LMR) project☆32Updated 6 years ago
- Course files for "Ocean/Atmosphere Time Series Analysis"☆134Updated 2 years ago
- material for ATS 655 - Objective Analysis☆24Updated 4 months ago
- Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis☆121Updated 6 months ago
- Python code to assist in familiarizing meteorologists with machine learning☆60Updated 2 years ago
- Open-source Python package for Systematic Evaluation of Climate and Earth System Models☆116Updated this week
- Student Workbook Repository for the wrf-python Tutorial☆74Updated 4 years ago
- Tables of ECS, Effective Radiative Forcing, and Radiative Feedbacks from Zelinka et al., GRL (2020).☆37Updated 3 years ago
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆52Updated 4 months ago
- Jupyter notebooks for WRF-Hydro trainings☆54Updated 2 months ago
- XRO: Extended nonlinear Recharge Oscillator model☆22Updated 4 months ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago