Alternatives and similar repositories for course_ml_ats

Users that are interested in course_ml_ats are comparing it to the libraries listed below

• fmaussion / climate_system
  Notes and practicals for my "Physics of the Climate System" lecture
  ☆29Updated last year
• duncanwp / python_for_climate_scientists
  A python course intended to provide a thorough grounding for those working in the earth sciences
  ☆37Updated 8 years ago
• pangeo-gallery / cmip6
  Examples of CMIP6 cloud data analysis with Pangeo
  ☆26Updated last year
• iroreilly / ams-2020-ml-python-course
  Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course
  ☆29Updated 5 years ago
• eabarnes1010 / controlled_abstention_networks
  Neural network loss functions for regression and classification tasks that can say "I don't know".
  ☆13Updated 4 years ago
• darothen / cmip6hack-toe
  Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon
  ☆15Updated 6 years ago
• scotthosking / baspy
  Making it far easier to read in and work with large volumes of climate model output from CMIP5/6
  ☆21Updated 5 years ago
• NCAR / esds-funnel
  A Python package to facilitate synthesis and analysis of Earth system data.
  ☆11Updated 8 months ago
• dougiesquire / xstatstests
  Statistical tests on xarray objects
  ☆14Updated last month
• coecms / era5
  Python code to manage ERA5 downloads at NCI
  ☆34Updated 4 years ago
• bradyrx / climate_in_color
  Tutorial on building and using effective colormaps in climate science
  ☆36Updated 5 years ago
• matteodefelice / C3S_evaluator
  A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data
  ☆13Updated 3 years ago
• climopy-dev / climopy
  🌍🌏🌎 A succinct toolset for analyzing climate data. This project is a work-in-progress.
  ☆27Updated 3 months ago
• ks905383 / iv_impacts
  Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…
  ☆12Updated 2 years ago
• bradyrx / esmtools
  a toolbox for Earth System Model analysis
  ☆29Updated 4 years ago
• AI4S2S / s2spy
  A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting
  ☆22Updated last year
• NCAR / goes16ci
  GOES-16 Convective Initiation Benchmark
  ☆18Updated 3 years ago
• jkrasting / xwavelet
  xarray-based wavelet analysis
  ☆16Updated 3 years ago
• zhx215 / Patagonia_HYSPLIT
  codes for reproducing the results presented in the manuscript by Xia et al.
  ☆10Updated 3 years ago
• samwisehawkins / nclcmaps
  NCL colormaps in Python
  ☆12Updated 7 years ago
• Thomasjkeel / jsmetrics
  A Python package of algorithms used to identify jet streams, based on xarray.
  ☆30Updated 2 weeks ago
• climachine / climfill
  ☆25Updated 2 years ago
• wegener-center / pyCAT
  Climate Analysis Tool written in python
  ☆28Updated 2 years ago
• dougiesquire / xbootstrap
  Nested bootstrap resampling of xarray objects
  ☆18Updated 11 months ago
• drewpolasky / CCdownscaling
  ☆26Updated last year
• ECMWFCode4Earth / UNSEEN-open
  An open, reproducible and transferable workflow to assess and anticipate climate extremes beyond the observed record
  ☆18Updated last year
• miniufo / xcontour
  diagnostic analyses and calculations in contour-based coordinates
  ☆18Updated last year
• lzhenn / easy-era5-trck
  A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data
  ☆43Updated 5 months ago
• kjhall01 / xcast
  A High-Performance Data Science Toolkit for the Earth Sciences
  ☆70Updated last year
• cghoffmann / mjoindices
  This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).
  ☆44Updated 3 years ago