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Machine Learning for Physicists

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Welcome!

This is the discussion forum to go along the lecture series "Machine Learning for Physicists" by Florian Marquardt.

See https://pad.gwdg.de/s/Machine_Learning_For_Physicists_2021 for more information on the 2021 version of these lectures (April-July 2021), and the general website https://machine-learning-for-physicists.org for info about earlier installments.

Feel free to post any questions about the course material (the recorded video lectures and our online zoom discussions) and related topics, as well as the homework. Also, if you know the answers, please reply (I am not always able to check and answer all of these questions myself).

Have fun!

Florian

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Adrian Kirchner, … Florian Marquardt18

7/12/20

Exam for FAU Students: Date

Dear all, we got 34 replies on the scheduler. The exam will be either on July 25 or August 1. However

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Exam for FAU Students: Date

Dear all, we got 34 replies on the scheduler. The exam will be either on July 25 or August 1. However

7/12/20

5/11/23

Certificate of the course

Dear Professor Marquardt, Unlike the 2021 version, the 2023 course does not mention if the

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Certificate of the course

Dear Professor Marquardt, Unlike the 2021 version, the 2023 course does not mention if the

5/11/23

3/22/23

error in plotting in the visualization tutorial

and if I use activations=['jump',# activation for hidden 'sigmoid' # activation for

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error in plotting in the visualization tutorial

and if I use activations=['jump',# activation for hidden 'sigmoid' # activation for

3/22/23

Stéphane Chrétien

10/11/22

Job offerings at the National Physical Laboratory (Teddington, UK) : algorithms, software and models for quantum computers

Applications are invited for a number of openings at the National Physical Laboratory (NPL) for the

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Job offerings at the National Physical Laboratory (Teddington, UK) : algorithms, software and models for quantum computers

Applications are invited for a number of openings at the National Physical Laboratory (NPL) for the

10/11/22

Amandeep Bhatia, Bhavesh Kunar2

3/11/22

Any update on advanced ML course

Want to learn how self-driving cars work and how the future is being built today using AI? Understand

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Any update on advanced ML course

Want to learn how self-driving cars work and how the future is being built today using AI? Understand

3/11/22

X Technology, Bhavesh Kunar2

3/11/22

Data Science use-case in banking & collection - Online Meetup - XTechnology

Want to learn how self-driving cars work and how the future is being built today using AI? Understand

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Data Science use-case in banking & collection - Online Meetup - XTechnology

Want to learn how self-driving cars work and how the future is being built today using AI? Understand

3/11/22

3/11/22

Want to learn how self-driving cars work and how the future is being built today using AI? Understand

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Want to learn how self-driving cars work and how the future is being built today using AI? Understand

3/11/22

Florian Marquardt

10/16/21

Advanced Machine Learning Course: starts this Monday

Dear all, my new course, on "Advanced Machine Learning for Physics, Science, and Artificial

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Advanced Machine Learning Course: starts this Monday

Dear all, my new course, on "Advanced Machine Learning for Physics, Science, and Artificial

10/16/21

ayan kumar ghosh

9/21/21

Foundation of Quantum Mechanics Course

Dear Prof. Marquardt, I am eager to know, will you be taking the course on Foundation of Quantum

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Foundation of Quantum Mechanics Course

Dear Prof. Marquardt, I am eager to know, will you be taking the course on Foundation of Quantum

9/21/21

Mert Kurttutan (Alumni), Florian Marquardt3

9/21/21

Advanced ML course

Regarding the upcoming advanced machine learning for physics lectures: We are still working out the

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Advanced ML course

Regarding the upcoming advanced machine learning for physics lectures: We are still working out the

9/21/21

Daniel Riese, Florian Marquardt2

9/21/21

Machine Learning SS 22

Dear Daniel Riese, frankly, I do not yet know. Best regards, Florian Marquardt On Monday, September

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Machine Learning SS 22

Dear Daniel Riese, frankly, I do not yet know. Best regards, Florian Marquardt On Monday, September

9/21/21

Florian Marquardt

9/21/21

Repeat Exam: October 12

Dear all, The repeat exam has now been officially scheduled for October 12 (Tuesday), 15:00-17:00. It

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Repeat Exam: October 12

Dear all, The repeat exam has now been officially scheduled for October 12 (Tuesday), 15:00-17:00. It

9/21/21

8/31/21

Introduction to Knowledge Graphs - Online Meetup - XTechnology

Hi everyone! I'd like to invite you to our meetup, this time it is Introducing the most

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Introduction to Knowledge Graphs - Online Meetup - XTechnology

Hi everyone! I'd like to invite you to our meetup, this time it is Introducing the most

8/31/21

Florian Marquardt2

8/2/21

FAU exam: grades assigned!

This Thursday, for the grading discussion, I will be in my office at the Max Planck Institute. If you

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FAU exam: grades assigned!

This Thursday, for the grading discussion, I will be in my office at the Max Planck Institute. If you

8/2/21

7/28/21

Project series on transfer learning/biomedical image classification

Hi all, Are you a machine learning engineer/ biomedical researcher/ imaging analyst, or a deep

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Project series on transfer learning/biomedical image classification

Hi all, Are you a machine learning engineer/ biomedical researcher/ imaging analyst, or a deep

7/28/21

Florian Marquardt2

7/23/21

Mini Projects: Presentations on July 19 and Uploads

Dear all, Please upload your mini project material (program code and 2 pages or so writeup; possibly

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Mini Projects: Presentations on July 19 and Uploads

Dear all, Please upload your mini project material (program code and 2 pages or so writeup; possibly

7/23/21

Florian Marquardt

7/23/21

For the FAU students registered for the exam: The exam will take place July 28 (Wednesday), 10:00-12:

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For the FAU students registered for the exam: The exam will take place July 28 (Wednesday), 10:00-12:

7/23/21

Florian Marquardt, … Ali PM Vafa55

7/17/21

Mini projects: Please suggest your topics here!

The latent space variables are the neurons in the bottleneck. On Monday, July 5, 2021 at 8:45:46 PM

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Mini projects: Please suggest your topics here!

The latent space variables are the neurons in the bottleneck. On Monday, July 5, 2021 at 8:45:46 PM

7/17/21

Shashi Kumar Samdarshi, Florian Marquardt2

7/5/21

The next session is today, July 5. On Monday, June 28, 2021 at 7:55:09 PM UTC+2 samdars...@gmail.com

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The next session is today, July 5. On Monday, June 28, 2021 at 7:55:09 PM UTC+2 samdars...@gmail.com

7/5/21

Michail Kravchenko

6/20/21

Geometric Deep Learning

Hi everyone! Just put here the link to a great video that I've found recently: https://www.

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Geometric Deep Learning

Hi everyone! Just put here the link to a great video that I've found recently: https://www.

6/20/21

ayan kumar ghosh, Florian Marquardt3

6/16/21

Lecture 7 and 8 - Upload request

Dear Prof. Marquardt, Thank you for uploading. The lectures are accessible. Best regards, Ayan On

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Lecture 7 and 8 - Upload request

Dear Prof. Marquardt, Thank you for uploading. The lectures are accessible. Best regards, Ayan On

6/16/21

Shashi Kumar Samdarshi

6/13/21

How long recoded lecture-7 (dated : June 7, 2021) be uploaded on course website?

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How long recoded lecture-7 (dated : June 7, 2021) be uploaded on course website?

6/13/21

6/9/21

Lost in GANs - Online Meetup - Educational Project about Deep Learning, Images, Science and how to properly combine all of it

Hi everyone! I'd like to invite you to our meetup, this time it is Lost in GANs - Educational

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Lost in GANs - Online Meetup - Educational Project about Deep Learning, Images, Science and how to properly combine all of it

Hi everyone! I'd like to invite you to our meetup, this time it is Lost in GANs - Educational

6/9/21

Michail Kravchenko, Florian Marquardt4

6/8/21

Autoencoder validation loss

Dear Prof. Dr. Marquardt, Thank you for your answer! The full dataset for my task has ~830k events (

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Autoencoder validation loss

Dear Prof. Dr. Marquardt, Thank you for your answer! The full dataset for my task has ~830k events (

6/8/21

David Braune, Florian Marquardt2

6/7/21

Tutorial 7 Exercise 1 Problem

Remember that in python, if you have an array A and say "B=A", this does NOT copy the array

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Tutorial 7 Exercise 1 Problem

Remember that in python, if you have an array A and say "B=A", this does NOT copy the array

6/7/21

David Braune, Timon Höß3

5/31/21

tutorial 6 notebook does not run for me

Thank you! That fixed it! timon...@fau.de schrieb am Montag, 31. Mai 2021 um 20:00:13 UTC+2: It

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tutorial 6 notebook does not run for me

Thank you! That fixed it! timon...@fau.de schrieb am Montag, 31. Mai 2021 um 20:00:13 UTC+2: It

5/31/21

Florian Marquardt

5/31/21

Lecture Notes now published...

The Les Houches Lecture Notes (containing a compact summary of parts of this lecture series) are now

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Lecture Notes now published...

The Les Houches Lecture Notes (containing a compact summary of parts of this lecture series) are now

5/31/21

Omid Hassasfar, Florian Marquardt3

5/29/21

Recorded videos of online sessions of Lecture 4 & 5

Yes, it works well now. Thank you very much. On Saturday, May 29, 2021 at 12:17:58 PM UTC+4:30

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Recorded videos of online sessions of Lecture 4 & 5

Yes, it works well now. Thank you very much. On Saturday, May 29, 2021 at 12:17:58 PM UTC+4:30

5/29/21

Florian Marquardt

5/29/21

Online Workshop on Artificial Scientific Discovery

Dear all, June 29 to July 1 we are organizing an online workshop on artificial scientific discovery,

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Online Workshop on Artificial Scientific Discovery

Dear all, June 29 to July 1 we are organizing an online workshop on artificial scientific discovery,

5/29/21

5/25/21

Flatten and Reshape in Keras

Hi! I took 06_homework_autoencoder_tSNE and tried to avoid using AveragePooling2D and UpSampling2D.

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Flatten and Reshape in Keras

Hi! I took 06_homework_autoencoder_tSNE and tried to avoid using AveragePooling2D and UpSampling2D.

5/25/21

Florian Marquardt

5/24/21

No lecture on May 24 !

Dear all, Please note that there is no online session May 24, which is an official holiday in Germany

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No lecture on May 24 !

Dear all, Please note that there is no online session May 24, which is an official holiday in Germany

5/24/21

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