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DeepFalcon tests
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_gsocproposals/2025/proposal_FALCON1.md

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Total project length: 175/350 hours.
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## Test
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Please use this [link](https://docs.google.com/document/d/15XrY0vLMWQgVEvNSBcy4knGpoaw6X7s6hSo_SpX-nw8/edit?usp=sharing) to access the test for this project.
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## Requirements

_gsocproposals/2025/proposal_FALCON2.md

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Total project length: 175/350 hours.
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## Test
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Please use this [link](https://docs.google.com/document/d/15XrY0vLMWQgVEvNSBcy4knGpoaw6X7s6hSo_SpX-nw8/edit?usp=sharing) to access the test for this project.
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## Requirements
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Strong machine learning skills, good knowledge of C++ and Python. Interest in Machine Learning algorithms and applications.

_gsocproposals/2025/proposal_FALCON3.md

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Total project length: 175/350 hours.
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## Test
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Please use this [link](https://docs.google.com/document/d/15XrY0vLMWQgVEvNSBcy4knGpoaw6X7s6hSo_SpX-nw8/edit?usp=sharing) to access the test for this project.
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## Requirements
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Strong machine learning skills, good knowledge of C++ and Python. Interest in Machine Learning algorithms and applications.

_gsocproposals/2025/proposal_FALCON4.md

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## Task ideas and expected results
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Application of optimal transport techniques using deep learning for classification, anomaly detection and graph generative models in high energy physics.
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## Test
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Please use this [link](https://docs.google.com/document/d/15XrY0vLMWQgVEvNSBcy4knGpoaw6X7s6hSo_SpX-nw8/edit?usp=sharing) to access the test for this project.
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## Requirements
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Strong machine learning skills, good knowledge of C++ and Python. Interest in Machine Learning algorithms and applications.

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