From 043ec7da333116b1d57dc29566e6859da511e23a Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:32:42 -0600 Subject: [PATCH 01/11] Update proposal_CMS1.md --- _gsocproposals/2024/proposal_CMS1.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_CMS1.md b/_gsocproposals/2024/proposal_CMS1.md index 290bd84..ec80b34 100644 --- a/_gsocproposals/2024/proposal_CMS1.md +++ b/_gsocproposals/2024/proposal_CMS1.md @@ -34,8 +34,8 @@ Intermediate ## Requirements C++, Python, PyTorch and some previous experience in Machine Learning. - +## 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:ml4-sci@cern.ch) (University of Alabama) From 9961486c122a382e68b0ba4e8b896bec2bdb0e23 Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:33:44 -0600 Subject: [PATCH 02/11] Update proposal_CMS2.md --- _gsocproposals/2024/proposal_CMS2.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_CMS2.md b/_gsocproposals/2024/proposal_CMS2.md index a20f9b8..cc5f3d5 100644 --- a/_gsocproposals/2024/proposal_CMS2.md +++ b/_gsocproposals/2024/proposal_CMS2.md @@ -26,8 +26,8 @@ Total project length: 175/350 hours. ## Expected results * Benchmarks of deep network model inference for muon momentum assignment for prompt and displaced particles - +## 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. From 517283d02be62b54ddbf994a535d5c1638cc5dcf Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:34:26 -0600 Subject: [PATCH 03/11] Update proposal_CMS3.md --- _gsocproposals/2024/proposal_CMS3.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_CMS3.md b/_gsocproposals/2024/proposal_CMS3.md index 1a43d46..25b3436 100644 --- a/_gsocproposals/2024/proposal_CMS3.md +++ b/_gsocproposals/2024/proposal_CMS3.md @@ -21,8 +21,8 @@ Total project length: 175/350 hours. * 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://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. From d5eb5a49d330ce637d9db16f7a45a109773a2579 Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:34:54 -0600 Subject: [PATCH 04/11] Update proposal_E2E1.md --- _gsocproposals/2024/proposal_E2E1.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_E2E1.md b/_gsocproposals/2024/proposal_E2E1.md index 1f52a44..bbd00c0 100644 --- a/_gsocproposals/2024/proposal_E2E1.md +++ b/_gsocproposals/2024/proposal_E2E1.md @@ -34,8 +34,8 @@ Advanced ## Requirements C++, Python, PyTorch, Tensorflow and some previous experience in Deep Learning. - +## 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:ml4-sci@cern.ch) (NISER) From bcc815bcbc7b522868e01b0efc21d902a98730be Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:35:53 -0600 Subject: [PATCH 05/11] Update proposal_E2E2.md --- _gsocproposals/2024/proposal_E2E2.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_E2E2.md b/_gsocproposals/2024/proposal_E2E2.md index d21f210..5b18fcb 100644 --- a/_gsocproposals/2024/proposal_E2E2.md +++ b/_gsocproposals/2024/proposal_E2E2.md @@ -37,8 +37,8 @@ Advanced ## Requirements C++, Python, PyTorch, Tensorflow and some previous experience in Deep Learning. - +## 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:ml4-sci@cern.ch) (University of Alabama) From 2010de64d9c91fd5d63231a3772ce92e25992545 Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:36:34 -0600 Subject: [PATCH 06/11] Update proposal_E2E3.md --- _gsocproposals/2024/proposal_E2E3.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_E2E3.md b/_gsocproposals/2024/proposal_E2E3.md index e6e8856..11e242b 100644 --- a/_gsocproposals/2024/proposal_E2E3.md +++ b/_gsocproposals/2024/proposal_E2E3.md @@ -36,8 +36,8 @@ Advanced ## Requirements C++, Python, PyTorch, Tensorflow and some previous experience in Deep Learning. - +## 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:ml4-sci@cern.ch) (University of Alabama) From c1277ddbbdf49c39e902d96dc370d3300124e2b2 Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:37:05 -0600 Subject: [PATCH 07/11] Update proposal_E2E4.md --- _gsocproposals/2024/proposal_E2E4.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_E2E4.md b/_gsocproposals/2024/proposal_E2E4.md index 9e8b5e8..223c939 100644 --- a/_gsocproposals/2024/proposal_E2E4.md +++ b/_gsocproposals/2024/proposal_E2E4.md @@ -37,8 +37,8 @@ Intermediate ## Requirements C++, Python, PyTorch and some previous experience in Machine Learning. - +## 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:ml4-sci@cern.ch) (University of Alabama) From f199178787f3fcef6b358bdbc286adc0e7f77385 Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:37:44 -0600 Subject: [PATCH 08/11] Update proposal_E2E5.md --- _gsocproposals/2024/proposal_E2E5.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_E2E5.md b/_gsocproposals/2024/proposal_E2E5.md index 3dfea16..1f96587 100644 --- a/_gsocproposals/2024/proposal_E2E5.md +++ b/_gsocproposals/2024/proposal_E2E5.md @@ -38,8 +38,8 @@ Intermediate ## Requirements Python, PyTorch and some previous experience in Machine Learning. - +## 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:ml4-sci@cern.ch) (University of Alabama) From 753b3e94ca399f4d38edec69c0c348a7c5151504 Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:45:16 -0600 Subject: [PATCH 09/11] Update proposal_SYMBA1.md --- _gsocproposals/2024/proposal_SYMBA1.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/_gsocproposals/2024/proposal_SYMBA1.md b/_gsocproposals/2024/proposal_SYMBA1.md index 336a13a..dfa2356 100644 --- a/_gsocproposals/2024/proposal_SYMBA1.md +++ b/_gsocproposals/2024/proposal_SYMBA1.md @@ -8,6 +8,7 @@ organization: - FSU - FAU - QU + --- ## Description @@ -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/19ybdCLbxJs2mFsxni4yN9FP4ADlK4mxltF9OVSmbRXE/edit?usp=sharing) to access the test for this project. ## Mentors * [Eric Reinhardt](mailto:ml4-sci@cern.ch) (University of Alabama) From 906a8047d770b8b3cc70cfffaa5d97b71bd23b6a Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:45:56 -0600 Subject: [PATCH 10/11] Update proposal_SYMBA2.md --- _gsocproposals/2024/proposal_SYMBA2.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/_gsocproposals/2024/proposal_SYMBA2.md b/_gsocproposals/2024/proposal_SYMBA2.md index 43e5e65..be77c65 100644 --- a/_gsocproposals/2024/proposal_SYMBA2.md +++ b/_gsocproposals/2024/proposal_SYMBA2.md @@ -22,7 +22,6 @@ Total project length: 175/350 hours. * 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). @@ -30,8 +29,8 @@ Significant experience with machine learning models in Python (preferably using ## Difficulty Level Advanced - +## 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:ml4-sci@cern.ch) (University of Alabama) From 0f8e757c1c2e65f93952abdae4def8bb5b5cbcab Mon Sep 17 00:00:00 2001 From: ereinha <74273926+ereinha@users.noreply.github.com> Date: Fri, 23 Feb 2024 17:46:54 -0600 Subject: [PATCH 11/11] Update proposal_SYMBA3.md --- _gsocproposals/2024/proposal_SYMBA3.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/_gsocproposals/2024/proposal_SYMBA3.md b/_gsocproposals/2024/proposal_SYMBA3.md index 49f359f..5b2bd17 100644 --- a/_gsocproposals/2024/proposal_SYMBA3.md +++ b/_gsocproposals/2024/proposal_SYMBA3.md @@ -23,7 +23,6 @@ Total project length: 175/350 hours. * 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). @@ -31,8 +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/19ybdCLbxJs2mFsxni4yN9FP4ADlK4mxltF9OVSmbRXE/edit?usp=sharing) to access the test for this project. ## Mentors * [Eric Reinhardt](mailto:ml4-sci@cern.ch) (University of Alabama)