Changelog entry for v0.0.1 (#113)

First release of Clay Foundation Model.

docs/_toc.yml

@@ -20,6 +20,10 @@ parts:
       file: model_embeddings
     - title: Finetuning
       file: model_finetuning
+- caption: Reference Documentation
+  chapters:
+    - title: Changelog
+      file: changelog
 - caption: About Clay
   chapters:
     - title: GitHub

docs/changelog.md

@@ -0,0 +1,63 @@
+# Changelog
+
+## Release v0.0.1 (2024/01/12)
+
+### 💫 Highlights
+
+* 🎉 **First release of Clay Foundation Model** 🎉
+* Implement MAE with support for position, time, latlon & channel embeddings ([#47](https://github.com/Clay-foundation/model/pull/47))
+
+### 🚀 Model
+
+* Generate embeddings from CLAYModule trained with latlon/time encodings ([#96](https://github.com/Clay-foundation/model/pull/96))
+* Add multigpu support & UI to test embeddings ([#109](https://github.com/Clay-foundation/model/pull/109))
+* Refactor model for multi-device usage and easier disabling of masking ([#95](https://github.com/Clay-foundation/model/pull/95))
+* Rename embeddings file to include MGRS code and store GeoTIFF source_url ([#86](https://github.com/Clay-foundation/model/pull/86))
+* Callback function to log Masked Autoencoder reconstructions to WandB ([#88](https://github.com/Clay-foundation/model/pull/88))
+* Adapt model to load 512x512 images from s3 bucket ([#85](https://github.com/Clay-foundation/model/pull/85))
+* Save embeddings with spatiotemporal metadata to GeoParquet ([#73](https://github.com/Clay-foundation/model/pull/73))
+* Generate embeddings via prediction loop ([#56](https://github.com/Clay-foundation/model/pull/56))
+* Initial Vision Transformer architecture with MAE decoder ([#37](https://github.com/Clay-foundation/model/pull/37))
+
+### 🗃️ Data Pipeline
+
+* Adapted sampling strategy ([#81](https://github.com/Clay-foundation/model/pull/81))
+* Allow ClayDataModule to load GeoTIFF files directly from s3 ([#92](https://github.com/Clay-foundation/model/pull/92))
+* Let ClayDataModule return same spatiotemporal fields as GeoTIFFDataModule ([#91](https://github.com/Clay-foundation/model/pull/91))
+* Improve date handling for data pipeline ([#76](https://github.com/Clay-foundation/model/pull/76))
+* Let LightningDataModule return spatiotemporal metadata ([#66](https://github.com/Clay-foundation/model/pull/66))
+* check for no data on a tile level in sentinel 1 vv and vh, sentinel 2 and DEM ([#60](https://github.com/Clay-foundation/model/pull/60))
+* Batch setup ([#54](https://github.com/Clay-foundation/model/pull/54))
+* LightningDataModule to load GeoTIFF files ([#52](https://github.com/Clay-foundation/model/pull/52))
+* Ready for batch ([#44](https://github.com/Clay-foundation/model/pull/44))
+* Tiler module ([#41](https://github.com/Clay-foundation/model/pull/41))
+* Landcover based sampling strategy ([#29](https://github.com/Clay-foundation/model/pull/29))
+* Datacube ([#27](https://github.com/Clay-foundation/model/pull/27))
+
+### 📖 Documentation
+
+* Document how the benchmark dataset labels were prepared ([#100](https://github.com/Clay-foundation/model/pull/100))
+* Document how to finetune pretrained model on downstream task ([#99](https://github.com/Clay-foundation/model/pull/99))
+* Document how to generate vector embeddings ([#98](https://github.com/Clay-foundation/model/pull/98))
+* Document how to run the datacube pipeline with a batch job ([#97](https://github.com/Clay-foundation/model/pull/97))
+* Initialize Jupyter Book documentation ([#89](https://github.com/Clay-foundation/model/pull/89))
+* Setting the model license to OpenRail-M ([#63](https://github.com/Clay-foundation/model/pull/63))
+* Create CODE_OF_CONDUCT.md ([#53](https://github.com/Clay-foundation/model/pull/53))
+
+### 🧰 Maintenance
+
+* Bump pytorch from 2.0.0 to 2.1.0, CUDA from 11.8 to 12.0 ([#51](https://github.com/Clay-foundation/model/pull/51))
+* Add pre-commit hooks with ruff formatter/linter rules ([#26](https://github.com/Clay-foundation/model/pull/26))
+* Setup GitHub Actions Continuous Integration tests ([#25](https://github.com/Clay-foundation/model/pull/25))
+* Setup LightningCLI trainer script ([#24](https://github.com/Clay-foundation/model/pull/24))
+* Initial conda environment and binder links ([#15](https://github.com/Clay-foundation/model/pull/15))
+
+### 🧑‍🤝‍🧑 Contributors
+
+* [@brunosan](https://github.com/brunosan)
+* [@lillythomas](https://github.com/lillythomas)
+* [@srmsoumya](https://github.com/srmsoumya)
+* [@yellowcap](https://github.com/yellowcap)
+* [@weiji14](https://github.com/weiji14)
+
+**Full Changelog**: https://github.com/Clay-foundation/model/compare/v0.0.0...v0.0.1