Clay Foundation Model Files

Release v1.0 (2024/06/06)

💫 Highlights

• 🎉 Release of Clay Foundation Model v1.0 🎉

🚀 Model

• Datamodule & Model for Clay v1 by @srmsoumya in https://github.com/Clay-foundation/model/pull/253

🗃️ Data Pipeline

• Moved data pipeline code into stacchip a dedicated library for the data wrangling

📖 Documentation

• Clay over aoi by @yellowcap in https://github.com/Clay-foundation/model/pull/116
• Convert run-over-aoi ipynb to md by @yellowcap in https://github.com/Clay-foundation/model/pull/122
• Static Documentation for v0.1 by @brunosan in https://github.com/Clay-foundation/model/pull/118
• Document data sampling strategy by @yellowcap in https://github.com/Clay-foundation/model/pull/124
• Updating location to download imagery script in docs by @MaxLenormand in https://github.com/Clay-foundation/model/pull/198
• Change "Radiant Earth Foundation" to "Radiant Earth" in docs by @kbgg in https://github.com/Clay-foundation/model/pull/214
• Update instructions to re-lock conda-lock.yml file by @weiji14 in https://github.com/Clay-foundation/model/pull/225
• chore(docs): correct typos and improve stylistic consistency by @kelseyjosund in https://github.com/Clay-foundation/model/pull/232
• Partial inputs - Pakistan flood tutorial by @lillythomas in https://github.com/Clay-foundation/model/pull/154
• Obtain patch level metadata (e.g. geospatial bounds and cloud cover), save and demo DEP use case (sim search) by @lillythomas in https://github.com/Clay-foundation/model/pull/172
• Obtain patch level cloud coverage percentages by @lillythomas in https://github.com/Clay-foundation/model/pull/184
• Tutorial on burn scar analysis using embeddings from partial inputs by @yellowcap in https://github.com/Clay-foundation/model/pull/149
• Doc updates by @brunosan in https://github.com/Clay-foundation/model/pull/230
• Update specification.md by @brunosan in https://github.com/Clay-foundation/model/pull/250
• Add notebook showing how to run v1 by @yellowcap in https://github.com/Clay-foundation/model/pull/254
• Documented v1 sampling strategy by @yellowcap in https://github.com/Clay-foundation/model/pull/249
• Updates the mamba install instructions link. by @dbonomo in https://github.com/Clay-foundation/model/pull/252
• Remove clay-v0-tutorials & add visualize embeddings for v1 by @srmsoumya in https://github.com/Clay-foundation/model/pull/256
• Minor spelling fix by @tylere in https://github.com/Clay-foundation/model/pull/260
• Shorten comment line length by @yellowcap in https://github.com/Clay-foundation/model/pull/261
• Refactor docs by moving v0 docs into separate section by @yellowcap in https://github.com/Clay-foundation/model/pull/262
• Docs v1 continued by @yellowcap in https://github.com/Clay-foundation/model/pull/263
• Documented metadata file for normalization and wavelenghts by @yellowcap in https://github.com/Clay-foundation/model/pull/266
• [small change] add source.coop link by @brunosan in https://github.com/Clay-foundation/model/pull/137
• Segmentation on Clay by @srmsoumya in https://github.com/Clay-foundation/model/pull/257

🧰 Maintenance

• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/Clay-foundation/model/pull/206
• Bump conda-lock from 2.5.1 to 2.5.6 by @weiji14 in https://github.com/Clay-foundation/model/pull/183
• Remove scripts folder by @yellowcap in https://github.com/Clay-foundation/model/pull/265
• Unified v1 and v0 environments by @yellowcap in https://github.com/Clay-foundation/model/pull/264
• Add osx-arm64 platform to conda-lock.yml file and GitHub Actions CI by @weiji14 in https://github.com/Clay-foundation/model/pull/164
• Move pipeline scripts into dedicated folder by @yellowcap in https://github.com/Clay-foundation/model/pull/163
• Memory buildup clean by @brunosan in https://github.com/Clay-foundation/model/pull/158
• Add osx platform to conda lock file and CI by @chuckwondo in https://github.com/Clay-foundation/model/pull/162
• Add scikit-learn by @weiji14 in https://github.com/Clay-foundation/model/pull/159
• Remove float16 dype in favor of float32 by @yellowcap in https://github.com/Clay-foundation/model/pull/143
• Remove stale bands argument from clay model classes by @yellowcap in https://github.com/Clay-foundation/model/pull/144

:hammer_and_wrench: v0.2 updates

• Add normalization parameters to documentation by @yellowcap in https://github.com/Clay-foundation/model/pull/152
• Worldcover embeddings conus by @yellowcap in https://github.com/Clay-foundation/model/pull/153
• Create data/minicubes directory if it doesn't already exist by @weiji14 in https://github.com/Clay-foundation/model/pull/160
• Clay pipeline v04 by @yellowcap in https://github.com/Clay-foundation/model/pull/173
• Shuffle patches only during training by @yellowcap in https://github.com/Clay-foundation/model/pull/135
• Add option to output raw patch embeddings by @yellowcap in https://github.com/Clay-foundation/model/pull/133

🧑‍🤝‍🧑 New Contributors

• @chuckwondo made their first contribution in https://github.com/Clay-foundation/model/pull/162
• @MaxLenormand made their first contribution in https://github.com/Clay-foundation/model/pull/198
• @kbgg made their first contribution in https://github.com/Clay-foundation/model/pull/214
• @kelseyjosund made their first contribution in https://github.com/Clay-foundation/model/pull/232
• @dbonomo made their first contribution in https://github.com/Clay-foundation/model/pull/252
• @tylere made their first contribution in https://github.com/Clay-foundation/model/pull/260
• @alkalait, @raulramosudea, @rramosp and @jmarintur contributed to https://github.com/Clay-foundation/earth-text
• @MaceGrim, @4242psherman4242 contributed on embeddings QA in the background.

Full Changelog: https://github.com/Clay-foundation/model/compare/v0.0.1...v1.0