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Add LightGCN Model #526

Merged
merged 30 commits into from
Sep 24, 2023
Merged

Add LightGCN Model #526

merged 30 commits into from
Sep 24, 2023

Commits on Jul 20, 2023

  1. Created base files for lightgcn

    @darrylong
    darrylong committed Jul 20, 2023
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Commits on Aug 1, 2023

  1. Merge branch 'PreferredAI:master' into lightgcn

    @darrylong
    darrylong committed Aug 1, 2023
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Commits on Aug 14, 2023

  1. Merge branch 'PreferredAI:master' into lightgcn

    @darrylong
    darrylong committed Aug 14, 2023
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  2. Update requirements.txt to include version

    @darrylong
    darrylong committed Aug 14, 2023
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Commits on Sep 6, 2023

  1. wip

    @darrylong
    darrylong committed Sep 6, 2023
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Commits on Sep 7, 2023

  1. Fixed scoring, working implementation

    @darrylong
    darrylong committed Sep 7, 2023
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  2. Fixed running on gpu errors

    @darrylong
    darrylong committed Sep 7, 2023
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Commits on Sep 8, 2023

  1. Update LightGCN example to a ranking example

    @darrylong
    darrylong committed Sep 8, 2023
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  2. Removed max iter in example

    @darrylong
    darrylong committed Sep 8, 2023
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  3. Utilized torch matrix multiplication in scoring

    @darrylong
    darrylong committed Sep 8, 2023
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Commits on Sep 10, 2023

  1. Add to device for graph and edge data

    @darrylong
    darrylong committed Sep 10, 2023
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  2. Fixed mini batching bug

    @darrylong
    darrylong committed Sep 10, 2023
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  3. reduced lightgcn maxiter to 200, batch size to 256

    @darrylong
    darrylong committed Sep 10, 2023
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Commits on Sep 11, 2023

  1. Changed batch manipulation on train/val sets

    @darrylong
    darrylong committed Sep 11, 2023
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  2. Changed default layers to 3

    @darrylong
    darrylong committed Sep 11, 2023
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  3. Changed loss calculation, added early stopping

    @darrylong
    darrylong committed Sep 11, 2023
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  4. Updated loss function

    @darrylong
    darrylong committed Sep 11, 2023
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  5. refactor code

    @tqtg
    tqtg committed Sep 11, 2023
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Commits on Sep 12, 2023

  1. refactor code

    @tqtg
    tqtg committed Sep 12, 2023
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  2. update LightGCN example

    @tqtg
    tqtg committed Sep 12, 2023
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  3. refractor code

    @darrylong
    darrylong committed Sep 12, 2023
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  4. Edit feature dim to 64 to follow paper

    @darrylong
    darrylong committed Sep 12, 2023
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  5. Add init block comment

    @darrylong
    darrylong committed Sep 12, 2023
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Commits on Sep 13, 2023

  1. Add documentation in fit function

    @darrylong
    darrylong committed Sep 13, 2023
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  2. refractor codes

    @darrylong
    darrylong committed Sep 13, 2023
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  3. Update Readme

    @darrylong
    darrylong committed Sep 13, 2023
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  4. Update documentation

    @darrylong
    darrylong committed Sep 13, 2023
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  5. Update docstring

    @darrylong
    darrylong committed Sep 13, 2023
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  6. Update examples readme

    @darrylong
    darrylong committed Sep 13, 2023
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  7. Merge branch 'PreferredAI:master' into lightgcn

    @darrylong
    darrylong committed Sep 13, 2023
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