CLAIMED v0.5.0

Highlights

First release since v0.2.7, marking CLAIMED's evolution from a component library into a full framework:

• terratorch-iterate merged into CLAIMED — HPO/NAS now ships in-tree (iterate2), with MLflow logging, Optuna search, and Ray parallelisation.
• MLX integration — experiment and asset tracking (datasets, models, jobs) plus the grid-compute backend.
• Per-metric optimisation direction — iterate2 supports per-metric minimize/maximize.
• Versioned documentation — docs now published per-version via mike with a version selector; project roadmap consolidated into the docs site.

Version jumps to 0.5.0 to clear the stale v0.3.x / v0.4 tags from earlier history.

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What's Changed

• Add progress bar by @romeokienzler in #313
• Merge iterate by @romeokienzler in #314
• ci: repair workflows broken by the repo reorganization by @romeokienzler in #315
• feat(iterate2): support per-metric direction (minimize/maximize) by @romeokienzler in #316
• docs: versioned publishing with mike + CLAIMED story rewrite by @romeokienzler in #318
• docs: integrate roadmap from claimed-framework.github.io repo by @romeokienzler in #317
• release: bump version to 0.5.0 by @romeokienzler in #319

Full Changelog: v0.2.7...v0.5.0

v0.2.7

What's Changed

• Add doc improve some code by @romeokienzler in #310
• fix runner by @romeokienzler in #311
• bump version by @romeokienzler in #312

Full Changelog: v0.2.6...v0.2.7

v0.2.6

What's Changed

• Update README with installation and build instructions by @romeokienzler in #292
• consolidate repos by @romeokienzler in #293
• move documentation by @romeokienzler in #294
• Revise project title in README.md by @romeokienzler in #295
• Merge c3v3 by @romeokienzler in #297
• Merge cli by @romeokienzler in #298
• Merge mlx by @romeokienzler in #299
• Skip docker build by @cwachira in #300
• Update README.md by @fatkaratekid in #301
• reorg after consolidation by @romeokienzler in #302
• cleanup by @romeokienzler in #303
• update readme, push version by @romeokienzler in #304
• Create a STAC Item for the HLS Product by @bila9630 in #305
• Add PyTorch HPC Benchmark Script by @romeokienzler in #306
• Update credits section with formatting and image by @romeokienzler in #307
• reorg code by @romeokienzler in #308
• Reorg code by @romeokienzler in #309

New Contributors

• @cwachira made their first contribution in #300
• @bila9630 made their first contribution in #305

Full Changelog: 0.2.1...v0.2.6

Hotfix v0.2.1

What's Changed

• make package by @romeokienzler in #290
• update toml by @romeokienzler in #291

Full Changelog: 0.2.0...0.2.1

CLAIMED v0.2

What's Changed

• Corrected some minor typo by @apoorvarajlondhe in #212
• remove unneccesary file by @romeokienzler in #218
• Create wrf.ipynb by @planetaryintelligence in #220
• add operations to cos util by @romeokienzler in #221
• add progress on cos utils and wrf package by @romeokienzler in #222
• add functionality to cos component by @romeokienzler in #223
• add zarr cos reader (input component) by @romeokienzler in #224
• added quickchart and mongodb by @RafflesiaKhan in #226
• add cos functions by @romeokienzler in #232
• Add hls cloud removal in geo category by @romeokienzler in #233
• add dask suppport add sync to cos uploader by @romeokienzler in #235
• update cos util, add sync by @romeokienzler in #237
• Adjust cos util logging by @romeokienzler in #238
• Add Segmenting-Anything component by @miragecoa in #239
• readme oss award added by @RafflesiaKhan in #240
• fix sync_to_cos recursive function by @romeokienzler in #243
• Cleanup repository by @romeokienzler in #246
• GitHub workflow to automatically build operators by @blumenstiel in #245
• push filter operator to latest CLAIMED spec by @romeokienzler in #248
• fix filter operator by @romeokienzler in #249
• update gitignore, add new component, update two components by @romeokienzler in #250
• simplify cos connection into single variable, support target path rewrite by @romeokienzler in #251
• improve upload to cos operator by @romeokienzler in #252
• move to new cos connection scheme by @romeokienzler in #253
• update util-cos to support cos connection strings by @romeokienzler in #254
• switch from master to main by @romeokienzler in #256
• Update pylint.yml by @romeokienzler in #255
• fibonacci 3 by @creatermaker in #261
• This is the improved version of image-tiling. by @creatermaker in #268
• This is a component designed to download the Xview dataset by @weingartlorenz in #265
• add minor fixes by @romeokienzler in #273
• image-tiling component improved by @creatermaker in #270
• add cos support for image tiling by @romeokienzler in #275
• move to new docker hub org by @romeokienzler in #276
• move to new doc by @romeokienzler in #277
• this is the updated metadata preserving component by @weingartlorenz in #282
• Create python-package-conda.yml by @Ouandjli in #272
• Updated COS util by @blumenstiel in #280
• Integrate CLAIMED containerless operators for wildfire-risk prediction by @VMarfima in #283
• Initialize pyproject.toml with project details by @romeokienzler in #285
• Add COS utility functions in util-cos.ipynb by @romeokienzler in #286
• Add files via upload by @romeokienzler in #287
• refactor root path by @romeokienzler in #288
• Rename project to 'claimed' and update details by @romeokienzler in #289

New Contributors

• @apoorvarajlondhe made their first contribution in #212
• @planetaryintelligence made their first contribution in #220
• @RafflesiaKhan made their first contribution in #226
• @miragecoa made their first contribution in #239
• @blumenstiel made their first contribution in #245
• @creatermaker made their first contribution in #261
• @weingartlorenz made their first contribution in #265
• @Ouandjli made their first contribution in #272
• @VMarfima made their first contribution in #283

Full Changelog: v0.1...0.2.0

Release for LFAI donation RC0

This release only added small adjustments necessary for onboarding to the LFAI Incubator. Mainly those required by the OpenSSF Best Practices Badge Program

Initial Release

This (initial) release release contains the following:

• All provided components (currently all based on jupyter notebooks) are manually tested and working locally
• A subset of components can be automatically transformed into Kubeflow Pipeline Components using C3 (Claimed Component Compiler)
• A subset of components contains automated tests