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Deep Learning \n\n## Exams\n\n#### MidTerm\nQuestions: [[Part 1]](MidTerm/ExamPart1.pdf) [[Part2]](MidTerm/ExamPart2.pdf) \n\nMy Answers: [[Part 1]](MidTerm/my_ExamPart1.pdf) [[Part 2]](MidTerm/my_ExamPart2.pdf)\n\n#### Final\nQuestions: [[Part1]](Final/Part1.pdf) [[Part2]](Final/Part2.pdf) [[Part3]](Final/Part3.pdf) [[Part4]](Final/Part4.pdf)\n\nMy Answers: [[Part1]](Final/my_part1.pdf) [[Part2]](Final/my_part2.pdf) [[Part3]](Final/my_part3.pdf) [[Part4]](Final/my_part4.pdf)\n \n## HomeWorks\n\n### HW1\n\nTheoretical: [[Question]](HW1/HW1.pdf) [[Solutions]](HW1/HW1Solution.pdf) [[My Answers]](HW1/Deeplearning_HW1_AmirPourmand_99210259.pdf) \n\nPractical: [[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) \n\n\n### HW2\n\nTheoretical: [[Question]](HW2/HW2.pdf) [[My Answers]](HW2/DL_HW2_AmirPourmand_99210259.pdf)\n\nPractical(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)\n\nPractical(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)\n\n### HW3\n\nTheoretical: [[Questions]](HW3/Theoretical/HW3.pdf) [[Answers]](HW3/Theoretical/HW3_ANS.pdf) [[My Answers]](HW3/Theoretical/DL_Exercise3_AmirPourmand_99210259.pdf)\n\nPractical(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)\n\nPractical(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)#\n\n### HW4\n\nTheoretical: [[Questions]](HW4/Theoretical/DL_HW4.pdf) [[Answers]](HW4/Theoretical/HW4_solution.pdf) [[My Answers]](HW4/Theoretical/DL_AmirPourmand_99210259_4.pdf)\n\nPractical(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)\n\n### HW5\n\nTheoretical: [[Questions]](HW5/Theoretical/HW5.pdf) [[Answers]](HW5/Theoretical/HW5_Solution.pdf) [[My Answers]](HW5/Theoretical/DL5-99210259-AmirPourmand.pdf)\n\nPractical(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)\n\nPractical(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)\n\nPractical 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)\n\n### HW6\n\nTheoretical: [[Questions]](HW6/Theoretical/DL_HW6_Questions.pdf) \n\nPractical(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)\n\nPractical(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)\n\n\n## Quiz\nQuiz 1: [[Questions]](Quiz/q1.pdf) [[Solutions]](Quiz/a1.pdf) [[My Answers]](Quiz/my1.pdf)\n\nQuiz 2: [[Questions]](Quiz/q2.pdf) [[Solutions]](Quiz/a2.pdf) [[My Answers]](Quiz/my2.pdf)\n\nQuiz 3: [[Questions]](Quiz/q3.pdf) [[Solutions]](Quiz/a3.pdf) [[My Answers]](Quiz/my3.pdf)\n\nQuiz 4: [[Questions]](Quiz/q4.pdf) [[Solutions]](Quiz/a4.pdf) [[My Answers]](Quiz/my4.pdf)\n\nQuiz 5: [[Questions]](Quiz/q5.pdf) [[Solutions]](Quiz/a5.pdf) [[My Answers]](Quiz/my5.pdf)\n\nQuiz 6: [[Questions]](Quiz/q6.pdf) 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