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emanueleusai committed Nov 7, 2023
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE1.md
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## Requirements
Python, PyTorch and relevant past experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Anna Parul](mailto:[email protected]) (University of Alabama)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE2.md
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## Requirements
Python, PyTorch and relevant past experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Michael Toomey](mailto:[email protected]) (Brown University)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE3.md
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## Requirements
Python, PyTorch and relevant past experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Anna Parul](mailto:[email protected]) (University of Alabama)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE4.md
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## Requirements
Python, PyTorch and relevant past experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Emanuele Usai](mailto:[email protected]) (Brown University)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE5.md
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## Requirements
Python, PyTorch and relevant past experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Emanuele Usai](mailto:[email protected]) (Brown University)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE6.md
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## Requirements
Python, PyTorch and relevant past experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Anna Parul](mailto:[email protected]) (University of Alabama)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE7.md
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## Requirements
Python, PyTorch and relevant past experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Michael Toomey](mailto:[email protected]) (Brown University)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE8.md
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## Requirements
Python and some previous experience with physics or astronomy.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Michael Toomey](mailto:[email protected]) (Brown University)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_DEEPLENSE9.md
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## Requirements
Python, PyTorch and relevant past experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1y9-F1Z8iz_GvVRL9lQmMKlbq3ID3spiW0npe1s1fXwg/edit?usp=sharing) to access the test for this project. -->

## Mentors
* [Michael Toomey](mailto:[email protected]) (Brown University)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_E2E1.md
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## Requirements
C++, Python, PyTorch and some previous experience in Machine Learning.

## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project. -->

## Mentors
* [Emanuele Usai](mailto:[email protected]) (University of Alabama)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_E2E2.md
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## Requirements
* Skills: C++, Python, PyTorch and some previous experience in Machine Learning.

## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project. -->

## Mentors

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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_E2E3.md
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## Requirements
* Skills: C++, Python, PyTorch and some previous experience in Machine Learning.

## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project. -->

## Mentors

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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_E2E4.md
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## Requirements
* Skills: C++, Python, PyTorch, Tensorflow and some previous experience in Machine Learning.

## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project. -->

## Mentors
* [Emanuele Usai](mailto:[email protected]) (University of Alabama)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_E2E5.md
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## Requirements
C++, Python, PyTorch, Tensorflow and some previous experience in Machine Learning.

## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1lWTSASnVICm_4Zof7wr6_LkS24P_Z8TR1px_tctemQI/edit) to access the test for this project. -->

## Mentors
* [Emanuele Usai](mailto:[email protected]) (University of Alabama)
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_EXXA.md
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* Python, previous experience in machine learning
* Basic knowledge of astronomy and observations is useful but not required

## Test
Use [this link](https://docs.google.com/document/d/10jZ7aubVkfkcpURQQnvrvbC7o3XgglsJwjS0UA7SRBE/edit?usp=sharing) for instructions on completing the test.
<!-- ## Test
Use [this link](https://docs.google.com/document/d/10jZ7aubVkfkcpURQQnvrvbC7o3XgglsJwjS0UA7SRBE/edit?usp=sharing) for instructions on completing the test. -->


## Links
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_EXXA1.md
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* Python, PyTorch, C/Fortran
* Background in astronomy is a bonus but not a requirement

## Test
Use [this link](https://docs.google.com/document/d/10jZ7aubVkfkcpURQQnvrvbC7o3XgglsJwjS0UA7SRBE/edit?usp=sharing) for instructions on completing the test.
<!-- ## Test
Use [this link](https://docs.google.com/document/d/10jZ7aubVkfkcpURQQnvrvbC7o3XgglsJwjS0UA7SRBE/edit?usp=sharing) for instructions on completing the test. -->

## Links

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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_FALCON1.md
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Total project length: 175/350 hours.

## Test
Please use this [link](https://docs.google.com/document/d/1bwRaHc0IYIcFOokMcW-mYJv2i24iP1mm08ALTSyQ4EI/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1bwRaHc0IYIcFOokMcW-mYJv2i24iP1mm08ALTSyQ4EI/edit?usp=sharing) to access the test for this project. -->


## Requirements
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_FALCON2.md
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Total project length: 175/350 hours.

## Test
Please use this [link](https://docs.google.com/document/d/1bwRaHc0IYIcFOokMcW-mYJv2i24iP1mm08ALTSyQ4EI/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1bwRaHc0IYIcFOokMcW-mYJv2i24iP1mm08ALTSyQ4EI/edit?usp=sharing) to access the test for this project. -->

## Requirements
Strong machine learning skills, good knowledge of C++ and Python. Interest in Machine Learning algorithms and applications.
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_FASEROH.md
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## Requirements
Python, previous experience in Machine Learning.

## Test
Please use this [link](https://docs.google.com/document/d/1eMtRPR-nH2NyituMBIDAZdmcCkZF2TyUFQp6zg-z5pA/edit) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1eMtRPR-nH2NyituMBIDAZdmcCkZF2TyUFQp6zg-z5pA/edit) to access the test for this project. -->


## Mentors
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_Falcon3.md
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Total project length: 175/350 hours.

## Test
Please use this [link](https://docs.google.com/document/d/1bwRaHc0IYIcFOokMcW-mYJv2i24iP1mm08ALTSyQ4EI/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1bwRaHc0IYIcFOokMcW-mYJv2i24iP1mm08ALTSyQ4EI/edit?usp=sharing) to access the test for this project. -->

## Requirements
Strong machine learning skills, good knowledge of C++ and Python. Interest in Machine Learning algorithms and applications.
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_GDLAM.md
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## Expected results
* Benchmarks of deep network model inference for muon momentum assignment for prompt and displaced particles

## Test
Please use this [link](https://drive.google.com/file/d/13gQToLhaoKGM7hXJY2sxVaVFqvS0Z9X9/view?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://drive.google.com/file/d/13gQToLhaoKGM7hXJY2sxVaVFqvS0Z9X9/view?usp=sharing) to access the test for this project. -->

## Requirements
Python, C++, and some previous experience in Machine Learning.
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_GENIE1.md
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* Trained graph based anomaly detection model
* Benchmark of on selected datasets

## Test
Please use [this link](https://docs.google.com/document/d/10C8mNjE-WE6OuESjcnuJ_N430D-Hdtz-4_lLxGMnKbI/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/10C8mNjE-WE6OuESjcnuJ_N430D-Hdtz-4_lLxGMnKbI/edit?usp=sharing) to access the test for this project. -->

## Requirements
* Skills: Python, PyTorch or TensorFlow and some previous experience in Machine Learning.
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_GENIE2.md
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* Functional INR model
* Benchmark results on selected datasets

## Test
Please use [this link](https://docs.google.com/document/d/10C8mNjE-WE6OuESjcnuJ_N430D-Hdtz-4_lLxGMnKbI/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/10C8mNjE-WE6OuESjcnuJ_N430D-Hdtz-4_lLxGMnKbI/edit?usp=sharing) to access the test for this project. -->

## Requirements
* Skills: Python, PyTorch or Keras and some previous experience in Machine Learning.
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_GENIE3.md
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* Benchmarks on selected datasets


## Test
Please use [this link](https://docs.google.com/document/d/10C8mNjE-WE6OuESjcnuJ_N430D-Hdtz-4_lLxGMnKbI/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/10C8mNjE-WE6OuESjcnuJ_N430D-Hdtz-4_lLxGMnKbI/edit?usp=sharing) to access the test for this project. -->

## Requirements
* Skills: Python, PyTorch or Keras and some previous experience in Machine Learning.
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_OT_HEP.md
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## Task ideas and expected results
Application of optimal transport techniques using deep learning for classification, anomaly detection and graph generative models in high energy physics.

## Test
Please use this [link](https://docs.google.com/document/d/1bwRaHc0IYIcFOokMcW-mYJv2i24iP1mm08ALTSyQ4EI/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1bwRaHc0IYIcFOokMcW-mYJv2i24iP1mm08ALTSyQ4EI/edit?usp=sharing) to access the test for this project. -->

## Requirements
Strong machine learning skills, good knowledge of C++ and Python. Interest in Machine Learning algorithms and applications.
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_PROSPECTOR.md
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* Identification of a suitable model with a proof-of-concept using Lunar Prospector data.


## Test
Please use [this link](https://ml4sci.org/assets/GSOC_2023_Evaluation_Test.pdf) to access the test for this project.
<!-- ## Test
Please use [this link](https://ml4sci.org/assets/GSOC_2023_Evaluation_Test.pdf) to access the test for this project. -->

## Requirements
Python and relevant past experience in Machine Learning.
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_QMLHEP1.md
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* Trained Quantum Generative Adversarial Network method based on e.g. Pennylane framework.
* Successfully apply the Quantum Machine Learning method to LHC physics analyses and obtain performance benchmarks to compare to classical machine learning methods.

## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project. -->

## Requirements
* Solid knowledge of machine learning and deep learning
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_QMLHEP2.md
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* Trained Quantum Graph Neural Network with e.g. Pennylane framework.
* Apply the Quantum Machine Learning method to LHC physics analysis and compare to classical machine learning methods.

## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project. -->

## Requirements
* Solid knowledge of machine learning and deep learning
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_QMLHEP3.md
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* Benchmark of the performance against a standard encoding


## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project. -->

## Requirements
* Solid knowledge of machine learning and deep learning
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_QMLHEP4.md
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* Trained equivariant quantum neural networks with e.g. Pennylane framework.
* Benchmark of the performance against a non-equivariant model

## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project. -->

## Requirements
* Solid knowledge of machine learning and deep learning
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_QMLHEP5.md
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* Benchmark of the performance on a HEP dataset compared against a classical reference model


## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project.
<!-- ## Test
Please use [this link](https://docs.google.com/document/d/1dqBGbH44Eu3W432oRxpOCfI5Dy2pgh2E21JcHeD0fng/edit?usp=sharing) to access the test for this project. -->

## Requirements
* Solid knowledge of machine learning and deep learning
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4 changes: 2 additions & 2 deletions _gsocproposals/2023/proposal_SYMBA.md
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## Requirements
Python, C++ and some experience in Machine Learning sequence models.

## Test
Please use this [link](https://docs.google.com/document/d/1eMtRPR-nH2NyituMBIDAZdmcCkZF2TyUFQp6zg-z5pA/edit) to access the test for this project.
<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1eMtRPR-nH2NyituMBIDAZdmcCkZF2TyUFQp6zg-z5pA/edit) to access the test for this project. -->


## Mentors
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