Skip to main content

Train and evaluate weather/climate model emulators

Project description

Docs PyPI

FME: Weather/Climate Model Emulation

This package contains code to train and evaluate weather/climate model emulators as seen in "ACE: A fast, skillful learned global atmospheric model for climate prediction" (arxiv:2310.02074) and "Application of the Ai2 Climate Emulator to E3SMv2's global atmosphere model, with a focus on precipitation fidelity" (JGR-ML).

Installation

The package can be installed via PyPI using:

pip install fme

Quickstart

A quickstart guide may be found here.

Documentation

See complete documentation here.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

fme-2024.12.0.tar.gz (288.4 kB view details)

Uploaded Source

Built Distribution

fme-2024.12.0-py3-none-any.whl (379.8 kB view details)

Uploaded Python 3

File details

Details for the file fme-2024.12.0.tar.gz.

File metadata

  • Download URL: fme-2024.12.0.tar.gz
  • Upload date:
  • Size: 288.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.0.1 CPython/3.10.16

File hashes

Hashes for fme-2024.12.0.tar.gz
Algorithm Hash digest
SHA256 0e6d03a253a6f52a7c0ba66932756dab736289c1aeaf9ab06a29d0e15e65fdb2
MD5 41874a0991a5c9b911737b836b63629c
BLAKE2b-256 e6c2d0d23b8385a7a61a35af3894b70349ae6432f0eefbdda3737f791fbefcd8

See more details on using hashes here.

File details

Details for the file fme-2024.12.0-py3-none-any.whl.

File metadata

  • Download URL: fme-2024.12.0-py3-none-any.whl
  • Upload date:
  • Size: 379.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.0.1 CPython/3.10.16

File hashes

Hashes for fme-2024.12.0-py3-none-any.whl
Algorithm Hash digest
SHA256 eac4d5f73ab395b4f08bb42b9916e0dda31ca67356e28d4b7ee28d4490c33fc5
MD5 f51ec938225c34478fc14db710750e6b
BLAKE2b-256 7dbcccbbfe9d006983989f9d4b456cd142432113abe0dd50b51d7c2b644a2e4f

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page