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Add dlrm tutorial (#531)
Summary: Adding DLRM tutorial and the KDD presentation slides related to it. The actual model is 2.1GB, which it pretty big. Git allows 100MB maximum. Either we need to override max size or put the model elsewhere. Update ............ Storing the model on aws S3 Pull Request resolved: #531 Reviewed By: vivekmig Differential Revision: D25730733 Pulled By: NarineK fbshipit-source-id: 318c7b606f3fb98d245d9a381fc92c4e21819209
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README.md

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## Talks and Papers
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The slides of our presentation from NeurIPS 2019 can be found [here](docs/presentations/Captum_NeurIPS_2019_final.key)
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The slides of our presentation from KDD 2020 tutorial can be found [here](https://pytorch-tutorial-assets.s3.amazonaws.com/Captum_KDD_2020.pdf)
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## References of Algorithms
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* `IntegratedGradients`, `LayerIntegratedGradients`: [Axiomatic Attribution for Deep Networks, Mukund Sundararajan et al. 2017](https://arxiv.org/abs/1703.01365) and [Did the Model Understand the Question?, Pramod K. Mudrakarta, et al. 2018](https://arxiv.org/abs/1805.05492)

tutorials/DLRM_Tutorial.ipynb

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tutorials/data/dlrm/X_S_T_test

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tutorials/img/dlrm_arch.png

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website/tutorials.json

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{
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"id": "Multimodal_VQA_Captum_Insights",
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"title": "Using Captum Insights with multimodal models (VQA)"
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},
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{
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"id": "DLRM_Tutorial",
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"title": "Interpreting Deep Learning Recommender Models"
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}
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]
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}

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