https://github.com/pourmand1376/dl-homeworks
Deep Learning coursework (Sharif University of technology)
https://github.com/pourmand1376/dl-homeworks
coursework deep-learning neural-network sharif-university
Last synced: over 1 year ago
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Deep Learning coursework (Sharif University of technology)
- Host: GitHub
- URL: https://github.com/pourmand1376/dl-homeworks
- Owner: pourmand1376
- License: mit
- Created: 2021-11-22T13:17:09.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2023-05-24T10:45:46.000Z (about 3 years ago)
- Last Synced: 2025-01-14T16:05:20.422Z (over 1 year ago)
- Topics: coursework, deep-learning, neural-network, sharif-university
- Language: HTML
- Homepage:
- Size: 27.9 MB
- Stars: 4
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# Deep Learning
## Exams
#### MidTerm
Questions: [[Part 1]](MidTerm/ExamPart1.pdf) [[Part2]](MidTerm/ExamPart2.pdf)
My Answers: [[Part 1]](MidTerm/my_ExamPart1.pdf) [[Part 2]](MidTerm/my_ExamPart2.pdf)
#### Final
Questions: [[Part1]](Final/Part1.pdf) [[Part2]](Final/Part2.pdf) [[Part3]](Final/Part3.pdf) [[Part4]](Final/Part4.pdf)
My Answers: [[Part1]](Final/my_part1.pdf) [[Part2]](Final/my_part2.pdf) [[Part3]](Final/my_part3.pdf) [[Part4]](Final/my_part4.pdf)
## HomeWorks
### HW1
Theoretical: [[Question]](HW1/HW1.pdf) [[Solutions]](HW1/HW1Solution.pdf) [[My Answers]](HW1/Deeplearning_HW1_AmirPourmand_99210259.pdf)
Practical: [[markdown]](HW1/DeepLearning_HW1_AmirPourmand.md) [[notebook]](HW1/DeepLearning_HW1_AmirPourmand.ipynb) [[python]](HW1/DeepLearning_HW1_AmirPourmand.py) [[pdf]](HW1/DeepLearning_HW1_AmirPourmand.pdf) [[html]](HW1/DeepLearning_HW1_AmirPourmand.html)
### HW2
Theoretical: [[Question]](HW2/HW2.pdf) [[My Answers]](HW2/DL_HW2_AmirPourmand_99210259.pdf)
Practical(Q4): [[markdown]](HW2/DL_HW2_Exercise4.md) [[notebook]](HW2/DL_HW2_Exercise4.ipynb) [[python]](HW2/DL_HW2_Exercise4.py) [[pdf]](HW2/DL_HW2_Exercise4.pdf) [[html]](HW2/DL_HW2_Exercise4.html)
Practical(Q5): [[markdown]](HW2/DL_HW2_Exercise5.md) [[notebook]](HW2/DL_HW2_Exercise5.ipynb) [[python]](HW2/DL_HW2_Exercise5.py) [[pdf]](HW2/DL_HW2_Exercise5.pdf) [[html]](HW2/DL_HW2_Exercise5.html)
### HW3
Theoretical: [[Questions]](HW3/Theoretical/HW3.pdf) [[Answers]](HW3/Theoretical/HW3_ANS.pdf) [[My Answers]](HW3/Theoretical/DL_Exercise3_AmirPourmand_99210259.pdf)
Practical(Q5): [[markdown]](HW3/Practical/DeepLearning_Q5_AmirPourmand.md) [[notebook]](HW3/Practical/DeepLearning_Q5_AmirPourmand.ipynb) [[python]](HW3/Practical/DeepLearning_Q5_AmirPourmand.py) [[pdf]](HW3/Practical/DeepLearning_Q5_AmirPourmand.pdf) [[html]](HW3/Practical/DeepLearning_Q5_AmirPourmand.html)
Practical(Q6): [[markdown]](HW3/Practical/DeepLearning_Q6_AmirPourmand.md) [[notebook]](HW3/Practical/DeepLearning_Q6_AmirPourmand.ipynb) [[python]](HW3/Practical/DeepLearning_Q6_AmirPourmand.py) [[pdf]](HW3/Practical/DeepLearning_Q6_AmirPourmand.pdf) [[html]](HW3/Practical/DeepLearning_Q6_AmirPourmand.html)#
### HW4
Theoretical: [[Questions]](HW4/Theoretical/DL_HW4.pdf) [[Answers]](HW4/Theoretical/HW4_solution.pdf) [[My Answers]](HW4/Theoretical/DL_AmirPourmand_99210259_4.pdf)
Practical(Q4): [[markdown]](HW4/Practical/DL_HW4_AmirPourmand.md) [[notebook]](HW4/Practical/DL_HW4_AmirPourmand.ipynb) [[python]](HW4/Practical/DL_HW4_AmirPourmand.py) [[pdf]](HW4/Practical/DL_HW4_AmirPourmand.pdf) [[html]](HW4/Practical/DL_HW4_AmirPourmand.html)
### HW5
Theoretical: [[Questions]](HW5/Theoretical/HW5.pdf) [[Answers]](HW5/Theoretical/HW5_Solution.pdf) [[My Answers]](HW5/Theoretical/DL5-99210259-AmirPourmand.pdf)
Practical(Q6): [[markdown]](HW5/Question6/GAN_HW5_AmirPourmand.md) [[notebook]](HW5/Question6/GAN_HW5_AmirPourmand.ipynb) [[python]](HW5/Question6/GAN_HW5_AmirPourmand.py) [[pdf]](HW5/Question6/GAN_HW5_AmirPourmand.pdf) [[html]](HW5/Question6/GAN_HW5_AmirPourmand.html)
Practical(Q7): [[markdown]](HW5/Question7/Conditional_VAE_AmirPourmand_99210259.md) [[notebook]](HW5/Question7/Conditional_VAE_AmirPourmand_99210259.ipynb) [[python]](HW5/Question7/Conditional_VAE_AmirPourmand_99210259.py) [[pdf]](HW5/Question7/Conditional_VAE_AmirPourmand_99210259.pdf) [[html]](HW5/Question7/Conditional_VAE_AmirPourmand_99210259.html)
Practical Solution: [[markdown]](HW5/Practical_Solution/GAN.md) [[notebook]](HW5/Practical_Solution/GAN.ipynb) [[python]](HW5/Practical_Solution/GAN.py) [[pdf]](HW5/Practical_Solution/GAN.pdf) [[html]](HW5/Practical_Solution/GAN.html)
### HW6
Theoretical: [[Questions]](HW6/Theoretical/DL_HW6_Questions.pdf)
Practical(DQN): [[markdown]](HW6/Practical/my_DQN_DRQN.md) [[notebook]](HW6/Practical/my_DQN_DRQN.ipynb) [[python]](HW6/Practical/my_DQN_DRQN.py) [[pdf]](HW6/Practical/my_DQN_DRQN.pdf) [[html]](HW6/Practical/my_DQN_DRQN.html)
Practical(Reinforce): [[markdown]](HW6/Practical/my_REINFORCE.md) [[notebook]](HW6/Practical/my_REINFORCE.ipynb) [[python]](HW6/Practical/my_REINFORCE.py) [[pdf]](HW6/Practical/my_REINFORCE.pdf) [[html]](HW6/Practical/my_REINFORCE.html)
## Quiz
Quiz 1: [[Questions]](Quiz/q1.pdf) [[Solutions]](Quiz/a1.pdf) [[My Answers]](Quiz/my1.pdf)
Quiz 2: [[Questions]](Quiz/q2.pdf) [[Solutions]](Quiz/a2.pdf) [[My Answers]](Quiz/my2.pdf)
Quiz 3: [[Questions]](Quiz/q3.pdf) [[Solutions]](Quiz/a3.pdf) [[My Answers]](Quiz/my3.pdf)
Quiz 4: [[Questions]](Quiz/q4.pdf) [[Solutions]](Quiz/a4.pdf) [[My Answers]](Quiz/my4.pdf)
Quiz 5: [[Questions]](Quiz/q5.pdf) [[Solutions]](Quiz/a5.pdf) [[My Answers]](Quiz/my5.pdf)
Quiz 6: [[Questions]](Quiz/q6.pdf) [[Solutions]](Quiz/a6.pdf)