Institute of Computer Science
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  3. Special Course in Machine Learning: Deep Learning for Genomics (MTAT.03.317)
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Special Course in Machine Learning: Deep Learning for Genomics 2024/25 spring

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  • Homeworks
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Seminar 2 - motif discovery (Deadline: 17.02.2025 23:59)

The paper reading guidelines can be found here

Submit your three paper questions below:

Solutions for this task can not be submitted at the moment.

Seminar 3 - splicing models (Deadline: 24.02.2025 23:59)

The paper reading guidelines can be found here

Submit your three (in total!) paper questions below:

Solutions for this task can not be submitted at the moment.

Seminar 5 - interpreting ML models (Deadline: 10.03.2025 23:59)

The paper reading guidelines can be found here

Submit your three (in total!) book questions below:

Solutions for this task can not be submitted at the moment.

Homework 1 (Deadline: 29.03.2025 23:59)

1. Download the code and data archive from here

2. Upload .zip archive to HPC via scp HW1.zip [user_name]@rocket.hpc.ut.ee:/gpfs/helios/home/[user_name]/

3. Log into HPC ssh [user_name]@rocket.hpc.ut.ee

4. Unzip the archive unzip HW1.zip

5. Read further instructions cat HW1/setup.md

Submit the completed jupyter notebook below:

Solutions for this task can not be submitted at the moment.

Seminar 6 - chromatin accessibility part 1 (Deadline: 17.03.2025 23:59)

The paper reading guidelines can be found here

Submit your three paper questions below:

Solutions for this task can not be submitted at the moment.

Seminar 7 - chromatin accessibility part 2 (Deadline: 24.03.2025 23:59)

The paper reading guidelines can be found here

Submit your three paper questions below:

Solutions for this task can not be submitted at the moment.

Seminar 8 - gene expression part 1(Deadline: 31.03.2025 23:59)

The paper reading guidelines can be found here

Submit your three (in total!) paper questions below:

Solutions for this task can not be submitted at the moment.

Seminar 9 - gene expression part 2 (Deadline: 7.04.2025 23:59)

The paper reading guidelines can be found here

Submit your three (in total!) paper questions below:

Solutions for this task can not be submitted at the moment.

Seminar 10 - gene expression part 3 (Deadline: 14.04.2025 23:59)

Fill up the models (Basenji2, Enformer, Borzoi) comparison sheet

Submit the photo (if you did it by hand) or text file here:

Solutions for this task can not be submitted at the moment.

Seminar 11 - limitations part 1 (Deadline: 28.04.2025 23:59)

The paper reading guidelines can be found here

Submit your three (in total!) paper questions below:

Solutions for this task can not be submitted at the moment.

Homework 2 (Deadline: 10.05.2025 23:59)

1. Download the code and data archive from here

2. Upload .zip archive to HPC via scp HW2.zip [user_name]@rocket.hpc.ut.ee:/gpfs/helios/home/[user_name]/

3. Log into HPC ssh [user_name]@rocket.hpc.ut.ee

4. Unzip the archive unzip HW2.zip

5. Read further instructions cat HW2/setup.md

Submit the completed jupyter notebook below:

Solutions for this task can not be submitted at the moment.

Seminar 12 - Genomic foundational models part 1(Deadline: 5.05.2025 23:59)

The paper reading guidelines can be found here

Submit your three paper questions below:

Solutions for this task can not be submitted at the moment.

Seminar 13 - Genomic foundational models part 2(Deadline: 12.05.2025 23:59)

The paper reading guidelines can be found here

Submit your three paper questions below:

Solutions for this task can not be submitted at the moment.

Seminar 14 - Summary (Deadline: 19.05.2025 23:59)

This is the final seminar, so this time please answer a couple of questions. They can be found here

Submit your answers below:

You must be logged in and registered to the course in order to submit solutions.
  • Institute of Computer Science
  • Faculty of Science and Technology
  • University of Tartu
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