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Merge pull request #51 from ereinha/GSOC-test-updates
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Gsoc test updates
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ereinha committed Feb 23, 2024
2 parents 8b98902 + 0f8e757 commit bf9e88b
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4 changes: 2 additions & 2 deletions _gsocproposals/2024/proposal_CMS1.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/1QuG0Ho3pWsJGMx0fG969aBNfgPg-cDxU9w33ZuDEBng/edit?usp=sharing) to access the test for this project.

## Mentors
* [Ruchi Chudasama](mailto:[email protected]) (University of Alabama)
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4 changes: 2 additions & 2 deletions _gsocproposals/2024/proposal_CMS2.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://docs.google.com/document/d/1QuG0Ho3pWsJGMx0fG969aBNfgPg-cDxU9w33ZuDEBng/edit?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/2024/proposal_CMS3.md
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* Improve existing code pipeline with features like multi-GPU parallelism and flexible preprocessing and analysis options
* Deploy the developed models and pipeline on simulated physics data and analyze performance gains and changes in model understanding from the techniques used

<!-- ## 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://docs.google.com/document/d/1QuG0Ho3pWsJGMx0fG969aBNfgPg-cDxU9w33ZuDEBng/edit?usp=sharing) to access the test for this project.

## Requirements
Significant experience in Python and Machine Learning in Pytorch. Preferably some experience with Transformers and multi-GPU parallelization or with the ROOT library developed by CERN.
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4 changes: 2 additions & 2 deletions _gsocproposals/2024/proposal_E2E1.md
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## Requirements
C++, Python, PyTorch, Tensorflow and some previous experience in Deep 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/1QuG0Ho3pWsJGMx0fG969aBNfgPg-cDxU9w33ZuDEBng/edit?usp=sharing) to access the test for this project.

## Mentors
* [Diptarko Choudhury](mailto:[email protected]) (NISER)
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4 changes: 2 additions & 2 deletions _gsocproposals/2024/proposal_E2E2.md
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## Requirements
C++, Python, PyTorch, Tensorflow and some previous experience in Deep 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/1QuG0Ho3pWsJGMx0fG969aBNfgPg-cDxU9w33ZuDEBng/edit?usp=sharing) 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/2024/proposal_E2E3.md
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## Requirements
C++, Python, PyTorch, Tensorflow and some previous experience in Deep 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/1QuG0Ho3pWsJGMx0fG969aBNfgPg-cDxU9w33ZuDEBng/edit?usp=sharing) 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/2024/proposal_E2E4.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/1QuG0Ho3pWsJGMx0fG969aBNfgPg-cDxU9w33ZuDEBng/edit?usp=sharing) to access the test for this project.

## Mentors
* [Ruchi Chudasama](mailto:[email protected]) (University of Alabama)
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4 changes: 2 additions & 2 deletions _gsocproposals/2024/proposal_E2E5.md
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## Requirements
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/1QuG0Ho3pWsJGMx0fG969aBNfgPg-cDxU9w33ZuDEBng/edit?usp=sharing) to access the test for this project.

## Mentors
* [Emanuele Usai](mailto:[email protected]) (University of Alabama)
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5 changes: 3 additions & 2 deletions _gsocproposals/2024/proposal_SYMBA1.md
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- FSU
- FAU
- QU

---

## Description
Expand All @@ -29,8 +30,8 @@ Significant experience with Transformer machine learning models in Python (prefe
## Difficulty Level
Advanced

<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1eMtRPR-nH2NyituMBIDAZdmcCkZF2TyUFQp6zg-z5pA) to access the test for this project. -->
## Test
Please use this [link](https://docs.google.com/document/d/19ybdCLbxJs2mFsxni4yN9FP4ADlK4mxltF9OVSmbRXE/edit?usp=sharing) to access the test for this project.

## Mentors
* [Eric Reinhardt](mailto:[email protected]) (University of Alabama)
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5 changes: 2 additions & 3 deletions _gsocproposals/2024/proposal_SYMBA2.md
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* Develop and deploy state-space models (SSM) for symbolic solutions of squared amplitude calculations
* Benchmark the SSM models with other transformer-based solutions
* Integrated with the SymbaHEP pipeline


## Requirements
Significant experience with machine learning models in Python (preferably using pytorch).

## Difficulty Level
Advanced

<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1eMtRPR-nH2NyituMBIDAZdmcCkZF2TyUFQp6zg-z5pA) to access the test for this project. -->
## Test
Please use this [link](https://docs.google.com/document/d/19ybdCLbxJs2mFsxni4yN9FP4ADlK4mxltF9OVSmbRXE/edit?usp=sharing) to access the test for this project.

## Mentors
* [Eric Reinhardt](mailto:[email protected]) (University of Alabama)
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5 changes: 2 additions & 3 deletions _gsocproposals/2024/proposal_SYMBA3.md
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* Develop symbolic regression models based on evolutionary and transformer models.
* Develop a hybrid method based on elements of both approaches
* Benchmark these models on synthetic and high-energy physics datasets


## Requirements
Significant experience with Transformer machine learning models in Python (preferably using pytorch).

## Difficulty Level
Advanced

<!-- ## Test
Please use this [link](https://docs.google.com/document/d/1eMtRPR-nH2NyituMBIDAZdmcCkZF2TyUFQp6zg-z5pA) to access the test for this project. -->
## Test
Please use this [link](https://docs.google.com/document/d/19ybdCLbxJs2mFsxni4yN9FP4ADlK4mxltF9OVSmbRXE/edit?usp=sharing) to access the test for this project.

## Mentors
* [Eric Reinhardt](mailto:[email protected]) (University of Alabama)
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