Alternatives and similar repositories for JAX-CanVeg

Users that are interested in JAX-CanVeg are comparing it to the libraries listed below

• StevePny / DataAssimBench
  Benchmarking tools for applying AI/ML to data assimilation
  ☆23Updated 4 months ago
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆59Updated 7 months ago
• mhpi / generic_deltamodel
  Generic framework for building differentiable models.
  ☆14Updated last week
• ealonsogzl / MuSA
  MuSA: The Multiple Snow Assimilation system
  ☆23Updated 2 weeks ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆135Updated 2 weeks ago
• geirev / Data-Assimilation-Fundamentals
  This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…
  ☆52Updated 6 months ago
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆59Updated this week
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆81Updated this week
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• pyearthsci / lavendar
  The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …
  ☆19Updated 4 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆19Updated 2 years ago
• senclimate / XRO
  XRO: Extended nonlinear Recharge Oscillator model
  ☆25Updated last month
• karlotness / pyqg-jax
  Quasigeostrophic model in JAX (port of PyQG)
  ☆20Updated last month
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆56Updated 3 weeks ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 3 weeks ago
• brightbandtech / nnja-ai
  Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
  ☆63Updated 2 months ago
• ecosme38 / Data-Assimilation-Notebooks
  ☆58Updated last year
• ecmwf-projects / ibicus
  Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.
  ☆69Updated last week
• suryadheeshjith / Samudra
  Global Ocean Emulator
  ☆34Updated 4 months ago
• tbeucler / HybridESM
  This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.
  ☆50Updated 2 weeks ago
• RichardEssery / FSM2
  Flexible Snow Model - a multi-physics energy balance model of accumulation and melt of snow on the ground and in forest canopies
  ☆30Updated 7 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆89Updated 8 months ago
• kjhall01 / xcast
  A High-Performance Data Science Toolkit for the Earth Sciences
  ☆67Updated last year
• ecmwf / anemoi-datasets
  ☆57Updated last week
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆35Updated 3 years ago
• thiery-lab / data-assimilation
  Python code for data assimilation methods
  ☆51Updated 2 years ago
• pmlmodelling / nctoolkit
  A Python package for netCDF analysis and post-processing
  ☆83Updated last week
• BrandonSmithJ / jax-mahrt-pan
  JAX implementation of 'A Two-Layer model of Soil Hydrology' (Mahrt & Pan, 1984) for timeseries at a point location.
  ☆10Updated last year
• maikejulie / DNN4Cli
  Code for Sonnewald and Lguensat 2021
  ☆24Updated 2 years ago
• shenyulu / easyclimate
  A line of code to analyze climate
  ☆48Updated last week