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Add notebooks to show internal working on CLAY models #129

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wants to merge 20 commits into from
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Add notebooks to show internal working on CLAY models #129

wants to merge 20 commits into from

Commits on Dec 15, 2023

  1. Make the clay model work on lightning cli

    SRM committed Dec 15, 2023
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Commits on Dec 18, 2023

  1. Update Mean & std for larger chunk of data

    SRM committed Dec 18, 2023
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  2. Update model & trainer to work on multi gpu setup

    SRM committed Dec 18, 2023
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  3. Fix logging images to wandb

    SRM committed Dec 18, 2023
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Commits on Jan 4, 2024

  1. Add specification docs

    SRM committed Jan 4, 2024
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  2. Add trainer details

    SRM committed Jan 4, 2024
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  3. Add streamlit UI to test the embeddings (#108) 

    UI supports vector search & arithmetic for embeddings generated from CLAY.

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Co-authored-by: SRM <soumya@developmentseed.org>
    @srmsoumya
    srmsoumya and SRM committed Jan 4, 2024
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  4. Use rasterio.plot to show images & filter by year, tile & idx

    SRM committed Jan 4, 2024
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  5. Merge main with ddp

    SRM committed Jan 4, 2024
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Commits on Jan 5, 2024

  1. Merge with ddp

    SRM committed Jan 5, 2024
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  2. Fix half:0 error by not explicitly setting float16 to cube[pixels]

    SRM committed Jan 5, 2024
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  3. Add documentation to create the pixel reconstruction from the model

    SRM committed Jan 5, 2024
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  4. Add documention explaining location embeddings

    SRM committed Jan 5, 2024
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Commits on Jan 11, 2024

  1. Add shuffle as an argument to CLAY

    SRM committed Jan 11, 2024
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  2. Add documentation to showcase interpolation between images in embeddi… 

    …ng space
    SRM committed Jan 11, 2024
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Commits on Jan 18, 2024

  1. Add notebook to visualize the embedding space of model

    SRM committed Jan 18, 2024
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  2. Fix merge conflicts with main

    SRM committed Jan 18, 2024
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  3. [pre-commit.ci] auto fixes from pre-commit.com hooks 

    for more information, see https://pre-commit.ci
    @pre-commit-ci
    pre-commit-ci[bot] committed Jan 18, 2024
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Commits on Jan 26, 2024

  1. Add documentation for partial inputs to the model

    SRM committed Jan 26, 2024
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  2. [pre-commit.ci] auto fixes from pre-commit.com hooks 

    for more information, see https://pre-commit.ci
    @pre-commit-ci
    pre-commit-ci[bot] committed Jan 26, 2024
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