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Nikil Ravi committed Feb 24, 2022
2 parents 7aa0e40 + dd15790 commit bb07757
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1 change: 1 addition & 0 deletions 10_FAIR_AI/README.md
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# FAIR (Findable, Accessible, Interoperable and Reusable) AI models
541 changes: 237 additions & 304 deletions 10_FAIR_AI/atom_position_finding.ipynb

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460 changes: 27 additions & 433 deletions 10_FAIR_AI/bandgap_demo.ipynb

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2 changes: 1 addition & 1 deletion 10_FAIR_AI/dendrite_segmentation.ipynb
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},
{
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419 changes: 15 additions & 404 deletions 10_FAIR_AI/zeolite_demo.ipynb

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18 changes: 12 additions & 6 deletions README.md
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<li> <a href="./04_images_time_series/00_images"> Images </a></li>
<li> <a href="./04_images_time_series/01_time_series"> Time Series </a></li>
</ol>
<li> <a href="./05_generative_models/README.md">Generative Models: GANs + Auto Encoders</a></li>
<li> <a href="./05_generative_models/">Generative Models: GANs + Auto Encoders</a></li>
<ol>
<li> <a href="./05_generative_models/GANs.ipynb">GANs Notebook</a></li>
<li> <a href="./05_generative_models/Auto%20Encoders.ipynb">Auto Encoders Notebook</a></li>
</ol>
<li> <a href="./06_distributedTraining/README.md">Distributed Training</a></li>
<li> <a href="./06_distributedTraining/">Distributed Training</a></li>
<ol>
<li> <a href="./06_distributedTraining/README.md">Horovod</a></li>
<li> <a href="./06_distributedTraining/DDP/README.md">DDP</a></li>
<li> <a href="./06_distributedTraining/">Horovod</a></li>
<li> <a href="./06_distributedTraining/DDP/">DDP</a></li>
</ol>
<li> <a href="./07_physics-inspiredAI/README.md">Physics-Inspired AI</a></li>
<li> <a href="./08_hyperparameter_search/README.md">Hyperparameter Search</a></li>
<li> <a href="./07_physics-inspiredAI/">Physics-Inspired AI</a></li>
<li> <a href="./08_hyperparameter_search/">Hyperparameter Search</a></li>
<ol>
<li> <a href="./08_hyperparameter_search/slides">Slides</a></li>
<li> <a href="./08_hyperparameter_search/Hyperparameter-Search-With-DeepHyper.ipynb">Hyperparameter Search with DeepHyper Notebook</a></li>
<li> <a href="./08_hyperparameter_search/Neural-Architecture-Search-With-DeepHyper.ipynb">Neural Architecture Search with DeepHyper Notebook</a></li>
</ol>
<li>(session canceled)</li>
<li> <a href="./10_FAIR_AI">FAIR (Findable, Accessible, Interoperable and Reusable) AI models</a></li>
<ol>
<li> <a href="https://docs.google.com/document/d/1AMYewiSaLeIY1233kqPn1ajguWuzCqEtd1ejR2Lt8zE/edit?pli=1#">Session Resources GoogleDoc</a></li>
<li> <a href="https://drive.google.com/drive/folders/1tDUnDvWA-Q_0bdJQSJVqtT0C1W2o09W2?usp=sharing">Foundry Colab Notebooks</a></li>
<li> <a href="https://github.com/MLMI2-CSSI/foundry/tree/main/examples">All Foundry Notebooks</a></li>
</details>


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