Alternatives and similar repositories for ai4ess-hackathon-2020-notebooks

Users that are interested in ai4ess-hackathon-2020-notebooks are comparing it to the libraries listed below

• eabarnes1010 / controlled_abstention_networks
  Neural network loss functions for regression and classification tasks that can say "I don't know".
  ☆13Updated 3 years ago
• eabarnes1010 / course_ml_ats
  machine learning for the atmospheric sciences - a CSU course
  ☆32Updated last year
• ashesh6810 / machine_learning_for_climate
  A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns
  ☆12Updated 6 years ago
• NCAR / goes16ci
  GOES-16 Convective Initiation Benchmark
  ☆17Updated 2 years ago
• obidam / pcm
  Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles
  ☆21Updated 6 years ago
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆43Updated 3 years ago
• bradyrx / esmtools
  a toolbox for Earth System Model analysis
  ☆29Updated 3 years ago
• Ambrosys / climatelearn
  El nino forecast based on a few machine learning methods
  ☆24Updated 8 years ago
• hetland / data_assimilation
  OCNG/ATMO 677 Geophysical Data Assimilation
  ☆13Updated 8 years ago
• darothen / cmip6hack-toe
  Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon
  ☆15Updated 5 years ago
• NCAR / PostProcessForecasts
  Beta for Pangeo Postprocessing
  ☆17Updated 4 years ago
• NCAR / GARD
  Generalized Analog Regression Downscaling (GARD) code
  ☆34Updated last year
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆16Updated 2 years ago
• miniufo / xcontour
  diagnostic analyses and calculations in contour-based coordinates
  ☆18Updated 10 months ago
• TomBolton / DeepEddy
  Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…
  ☆48Updated 6 years ago
• fzhu2e / cfr
  A Python package for Climate Field Reconstruction
  ☆20Updated last week
• wy2136 / GillModel
  A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.
  ☆16Updated 3 years ago
• levicowan-noaa / ibtracs
  Python API for interfacing with the IBTrACS tropical cyclone best track dataset
  ☆13Updated last year
• nbren12 / uwnet
  Neural Networks based unified physics parameterization for atmospheric models
  ☆4Updated last year
• duncanwp / python_for_climate_scientists
  A python course intended to provide a thorough grounding for those working in the earth sciences
  ☆35Updated 7 years ago
• skaderli / WaveBreaking
  Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.
  ☆32Updated 7 months ago
• josuemtzmo / EKE_SST_trends
  A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…
  ☆19Updated 4 years ago
• coecms / era5
  Python code to manage ERA5 downloads at NCI
  ☆33Updated 4 years ago
• Climdyn / qgs
  A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.
  ☆39Updated 2 weeks ago
• NCAR / mlmicrophysics
  Machine learning emulators for microphysical processes.
  ☆13Updated last month
• GRIPS-code / pyLBL
  Python line-by-line radiative transfer model
  ☆11Updated last year
• fmaussion / climate_system
  Notes and practicals for my "Physics of the Climate System" lecture
  ☆27Updated 10 months ago
• CommonClimate / notebooks
  Jupyter notebooks for research and teaching
  ☆10Updated 3 years ago
• georgemilosh / Climate-Learning
  How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
  ☆22Updated 3 months ago
• rafaelcabreu / attribution
  ☆18Updated 4 years ago