Skip to main content

Experiment tracking for GeoSpatial Machine Learning on GeoEngine

Project description

A Utility Library that assists in Geospatial Machine Learning Experiment Tracking.

Installation

pip install granular-engine

Usage

CLI

engine_cli

engine_cli

Experiment Tracking

from engine import Engine

engine = Engine("test_config.yaml")

for epoch in enumerate(epochs):
   # train
   # eval
   engine.log(step=epoch, train_loss=train_loss, val_loss=val_loss)

engine.done()

License

GPLv3

Documentation

View documentation here <https://engine.granular.ai/>_

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

granular_engine-0.2.26.tar.gz (26.0 kB view details)

Uploaded Source

Built Distribution

granular_engine-0.2.26-py3-none-any.whl (30.5 kB view details)

Uploaded Python 3

File details

Details for the file granular_engine-0.2.26.tar.gz.

File metadata

  • Download URL: granular_engine-0.2.26.tar.gz
  • Upload date:
  • Size: 26.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.9.6 readme-renderer/37.3 requests/2.30.0 requests-toolbelt/1.0.0 urllib3/2.0.2 tqdm/4.65.0 importlib-metadata/6.6.0 keyring/23.13.1 rfc3986/2.0.0 colorama/0.4.6 CPython/3.10.9

File hashes

Hashes for granular_engine-0.2.26.tar.gz
Algorithm Hash digest
SHA256 5790e6ccf684a4ee34f4177a35ae1effa357d199412865986e159c7316a0da6c
MD5 43f6a111a93a1981e4475c476d9e1935
BLAKE2b-256 07f66094a9fe8b6d6d8702bcc0b4df4b016a6f2e63931bbd8d2ee34cba873b0a

See more details on using hashes here.

File details

Details for the file granular_engine-0.2.26-py3-none-any.whl.

File metadata

  • Download URL: granular_engine-0.2.26-py3-none-any.whl
  • Upload date:
  • Size: 30.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.9.6 readme-renderer/37.3 requests/2.30.0 requests-toolbelt/1.0.0 urllib3/2.0.2 tqdm/4.65.0 importlib-metadata/6.6.0 keyring/23.13.1 rfc3986/2.0.0 colorama/0.4.6 CPython/3.10.9

File hashes

Hashes for granular_engine-0.2.26-py3-none-any.whl
Algorithm Hash digest
SHA256 99b36c3834ea0e3dd005eed6cfca23d88426936418a88ea4fba75f8f651c723c
MD5 b59d5009e8921c1faf0109b06afe7a08
BLAKE2b-256 5653f2e86e06e9e4775a327642e98995fc2aa836352f1f9378f280a5a3beac46

See more details on using hashes here.

Supported by

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