{"id":16548712,"url":"https://github.com/pourmand1376/ml-projects","last_synced_at":"2026-03-18T20:23:24.847Z","repository":{"id":44436660,"uuid":"410096035","full_name":"pourmand1376/ML-projects","owner":"pourmand1376","description":"Machine Learning coursework (Sharif University of 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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["coursework","machine-learning","sharif-university"],"created_at":"2024-10-11T19:26:48.568Z","updated_at":"2026-03-07T19:31:15.218Z","avatar_url":"https://github.com/pourmand1376.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning Projects\n\n# [[Videos]](https://www.aparat.com/v/bWr3A) [[Mynotes]](MyNotes/MachineLearningMidTerm_Abstract.pdf)\n\n## Exams\n\nMidterm: [[Questions]](Midterm/ML2021S_MidtermExam.pdf) [[Solution]](Midterm/ML2021S-MidtermExam-Solution.pdf) [[MyAnswers]](Midterm/midterm.pdf) \n\nFinal: [[Questions]](FinalExam/ML2021S-FinalExam.pdf) [[Solution]](FinalExam/ML2021S-FinalExam-Solution.pdf) [[MyAnswers]](FinalExam/ML_Final.pdf)\n\n\n\n## Homeworks\n\n### Homework 1\n\nTheoretical: [[Questions]](HW1/1.pdf) [[Solution]](HW1/ML_HW1_Solution.pdf) [[MyAnswers]](HW1/HW1_ML.pdf)\n\n### Homework 2\n\nTheoretical: [[Questions]](HW2/2.pdf) [[Solution]](HW2/ML_HW2_Solution.pdf) [[MyAnswers]](HW2/HW2_ML.pdf)\n\n### Homework 3\n\nTheoretical: [[Questions]](HW3/Theoretical/3.pdf) [[Solution]](HW3/Theoretical/ML_HW3_Solution.pdf) [[MyAnswers]](HW3/Theoretical/HW3_ML.pdf)\n\nAnswer 3.B: [[markdown]](HW3/Practical/Exercise3.B.md) [[html]](HW3/Practical/Exercise3.B.html) [[pdf]](HW3/Practical/Exercise3.B.pdf) [[ipynb]](HW3/Practical/Exercise3.B.ipynb) [[python]](HW3/Practical/Exercise3.B.py)\n\nPractical: \n\n- Preprocessing [[markdown]](Hw3/Practical/HomeWork3_Practical_Preprocessing.md) [[html]](Hw3/Practical/HomeWork3_Practical_Preprocessing.html) [[pdf]](Hw3/Practical/HomeWork3_Practical_Preprocessing.pdf) [[ipynb]](Hw3/Practical/HomeWork3_Practical_Preprocessing.ipynb) [[python]](Hw3/Practical/HomeWork3_Practical_Preprocessing.py)\n\n- Exercise [[markdown]](HW3/Practical/Homework3.md) [[html]](HW3/Practical/Homework3.html) [[pdf]](HW3/Practical/Homework3.pdf) [[ipynb]](HW3/Practical/Homework3.ipynb) [[python]](HW3/Practical/Homework3.py)\n\n### Homework 4\n\nTheoretical: [[Questions]](HW4/Theoretical/4.pdf) [[Solution]](HW4/Theoretical/ML_HW4_Solution.pdf) [[MyAnswers]](HW4/Theoretical/HW4_ML.pdf)\n\nPractical: [[markdown]](HW4/Practical/ML_HW4_AmirPourmand.md) [[html]](HW4/Practical/ML_HW4_AmirPourmand.html) [[pdf]](HW4/Practical/ML_HW4_AmirPourmand.pdf) [[ipynb]](HW4/Practical/ML_HW4_AmirPourmand.ipynb) [[python]](HW4/Practical/ML_HW4_AmirPourmand.py) \n\n### Homework 5\n\nTheoretical: [[Questions]](HW5/Theoretical/5.pdf) [[Solution]](HW5/Theoretical/ML_HW5_Solution.pdf) [[MyAnswers]](HW5/Theoretical/HW5_ML.pdf)\n\nPractical: [[markdown]](HW5/Practical/ML2021S_HW5.md) [[html]](HW5/Practical/ML2021S_HW5.html) [[pdf]](HW5/Practical/ML2021S_HW5.pdf) [[ipynb]](HW5/Practical/ML2021S_HW5.ipynb) [[python]](HW5/Practical/ML2021S_HW5.py)\n\n### Homework 6\n\nTheoretical: [[Questions]](HW6/Theoretical/6.pdf) [[Solution]](HW6/Theoretical/ML_HW6_Solution.pdf) [[MyAnswers]](HW6/Theoretical/HW6_ML.pdf)\n\nPractical: [[markdown]](HW6/Practical/ML2021S_HW6_AmirPourmand.md) [[html]](HW6/Practical/ML2021S_HW6_AmirPourmand.html) [[pdf]](HW6/Practical/ML2021S_HW6_AmirPourmand.pdf) [[ipynb]](HW6/Practical/ML2021S_HW6_AmirPourmand.ipynb) [[python]](HW6/Practical/ML2021S_HW6_AmirPourmand.py)#\n\n### Homework 7\n\nTheoretical: [[Questions]](HW7/Theoretical/7.pdf) [[Solution]](HW7/Theoretical/ML_HW7_Solution.pdf) [[MyAnswers]](HW7/Theoretical/HW7_ML.pdf)#\n\nPractical: [[markdown]](HW7/Practical/ML2021S-HW7.md) [[html]](HW7/Practical/ML2021S-HW7.html) [[pdf]](HW7/Practical/ML2021S-HW7.pdf) [[ipynb]](HW7/Practical/ML2021S-HW7.ipynb) [[python]](HW7/Practical/ML2021S-HW7.py)\n\n### Homework 8\n\nTheoretical: [[Questions]](HW8/Theoretical/8.pdf) [[Solution]](HW8/Theoretical/ML_HW8_Solution.pdf) [[MyAnswers]](HW8/Theoretical/HW8_ML.pdf)\n\nPractical: [[markdown]](HW8/Practical/ML2021S-HW8.md) [[html]](HW8/Practical/ML2021S-HW8.html) [[pdf]](HW8/Practical/ML2021S-HW8.pdf) [[ipynb]](HW8/Practical/ML2021S-HW8.ipynb) [[python]](HW8/Practical/ML2021S-HW8.py)\n\n## Practical Projects\n\n### Phase 1\n\n- [Project Definition](Final_Phase1/Phase1_Definition.pdf) \n- [MyReport](Final_Phase1/ML_Phase1_AmirPourmand_99210259.pdf)\n- Mycodes: [[markdown]](Final_Phase1/Practical_Phase1.md) [[html]](Final_Phase1/Practical_Phase1.html) [[pdf]](Final_Phase1/Practical_Phase1.pdf) [[ipynb]](Final_Phase1/Practical_Phase1.ipynb) [[python]](Final_Phase1/Practical_Phase1.py)\n\n### Phase 2\n\n- [Project Definition](Final_Phase2/Phase2_Definition.pdf) \n- [MyReport](Final_Phase2/ML_Report_Phase2_AmirPourmand_99210259.pdf)\n- Mycodes: [[markdown]](Final_Phase2/Practical_Phase2.md) [[html]](Final_Phase2/Practical_Phase2.html) [[pdf]](Final_Phase2/Practical_Phase2.pdf) [[ipynb]](Final_Phase2/Practical_Phase2.ipynb) [[python]](Final_Phase2/Practical_Phase2.py)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpourmand1376%2Fml-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpourmand1376%2Fml-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpourmand1376%2Fml-projects/lists"}