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
• obidam / pcm
  Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles
  ☆21Updated 6 years ago
• Ambrosys / climatelearn
  El nino forecast based on a few machine learning methods
  ☆24Updated 8 years ago
• scotthosking / baspy
  Making it far easier to read in and work with large volumes of climate model output from CMIP5/6
  ☆21Updated 4 years ago
• NCAR / GARD
  Generalized Analog Regression Downscaling (GARD) code
  ☆33Updated last year
• NCAR / PostProcessForecasts
  Beta for Pangeo Postprocessing
  ☆17Updated 5 years ago
• bradyrx / esmtools
  a toolbox for Earth System Model analysis
  ☆29Updated 4 years ago
• TomBolton / DeepEddy
  Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…
  ☆49Updated 6 years ago
• jweyn / ensemble-net
  Tools for deep learning and ensemble forecasting
  ☆13Updated 6 years ago
• wy2136 / GillModel
  A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.
  ☆16Updated 3 years ago
• eabarnes1010 / course_ml_ats
  machine learning for the atmospheric sciences - a CSU course
  ☆32Updated last year
• Davidgraey / NeuralNetworks-for-Forced-Climate-Patterns
  Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …
  ☆11Updated 5 years ago
• NCAR / goes16ci
  GOES-16 Convective Initiation Benchmark
  ☆17Updated 3 years ago
• C2SM / iconarray
  R&D Python package for processing ICON data with xarray
  ☆10Updated 2 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 months ago
• suhasdl / DeepWeather
  Predicting weather by machine learning.
  ☆14Updated 5 years ago
• 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 7 years ago
• coecms / era5
  Python code to manage ERA5 downloads at NCI
  ☆33Updated 4 years ago
• skaderli / WaveBreaking
  Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.
  ☆34Updated 9 months ago
• djgagne / swirlnet
  Deep learning tutorial for predicting low-level rotation.
  ☆18Updated 7 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆17Updated 2 years ago
• 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
• Climdyn / pythie
  Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…
  ☆11Updated 2 years ago
• miniufo / xcontour
  diagnostic analyses and calculations in contour-based coordinates
  ☆18Updated last year
• davidmnielsen / mygrads
  A set of GrADS functions in Python (hdivg, hcurl...)
  ☆11Updated 4 years ago
• rafaelcabreu / attribution
  ☆18Updated 4 years ago
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆17Updated last month
• yrobink / SBCK
  ☆26Updated 2 years ago
• Yefee / xcesm
  python package for cesm output diagnosis
  ☆24Updated 6 years ago
• NCAR / notebook-gallery
  ☆20Updated 3 years ago