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https://github.com/pourmand1376/sp-homeworks

Stochastic Process Coursework (Sharif University of technology)
https://github.com/pourmand1376/sp-homeworks

coursework sharif-university stochastic-processes

Last synced: about 2 months ago
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Stochastic Process Coursework (Sharif University of technology)

Host: GitHub
URL: https://github.com/pourmand1376/sp-homeworks
Owner: pourmand1376
License: mit
Created: 2021-11-07T19:21:31.000Z (about 3 years ago)
Default Branch: main
Last Pushed: 2022-06-16T19:31:58.000Z (over 2 years ago)
Last Synced: 2024-10-12T19:26:44.000Z (3 months ago)
Topics: coursework, sharif-university, stochastic-processes
Language: Jupyter Notebook
Homepage:
Size: 49.3 MB
Stars: 0
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: readme.md
- License: LICENSE.md

Awesome Lists containing this project

README

        # 1- Syllabus [[pdf]](Syllabus_SP_Fall_2021_v3.pdf)

All slides are in `slides` folder. 

# 2- Projects

## 2-1- Practical1

Poisson Process [[Markdown]](SP_PracticalHW1_Fall2021/AmirPourmand_Poisson%20Process_99210259.md) [[pdf]](SP_PracticalHW1_Fall2021/AmirPourmand_Poisson%20Process_99210259.pdf) [[html]](SP_PracticalHW1_Fall2021/AmirPourmand_Poisson%20Process_99210259.html) [[ipynb]](SP_PracticalHW1_Fall2021/AmirPourmand_Poisson%20Process_99210259.ipynb)

Gaussian Process [[Markdown]](SP_PracticalHW1_Fall2021/Gaussian%20Process_AmirPourmand_99210259.md) [[html]](SP_PracticalHW1_Fall2021/Gaussian%20Process_AmirPourmand_99210259.html) [[ipynb]](SP_PracticalHW1_Fall2021/Gaussian%20Process_AmirPourmand_99210259.ipynb)

## 2-2- Practical2

MLE, MAP, Hypothesis Testing [[Markdown]](SP_PracticalHW2_Fall2021/SP_PHW2_Code_AmirPourmand_99210259.md) [[html]](SP_PracticalHW2_Fall2021/SP_PHW2_Code_AmirPourmand_99210259.html) [[ipynb]](SP_PracticalHW2_Fall2021/SP_PHW2_Code_AmirPourmand_99210259.ipynb) [[pdf]](SP_PracticalHW2_Fall2021/SP_PHW2_Code_AmirPourmand_99210259.pdf) [[Equations]](SP_PracticalHW2_Fall2021/HW_Practical2_AmirPourmand.pdf)

## 2-3- Final Project

Hidden Markov Model [[Project Definition]](Final%20Project/پروژه_ی%20پایانی.pdf)

My Report [[html]](Final%20Project/Report_final_project_Stoch.html) [[pdf]](Final%20Project/Report_final_project_Stoch.pdf)

My Solution [[markdown]](Final%20Project/FinalStoch.md) [[html]](Final%20Project/FinalStoch.html) [[pdf]](Final%20Project/FinalStoch.pdf)  [[ipynb]](Final%20Project/FinalStoch.ipynb)

# 3- Exams

MidTerm [[Questions]](Midterm/میانترم%20(2).pdf) [[Solutions]](Midterm/SP_Midterm_Solutions_Fall2021.pdf) [[MyAnswers]](Midterm/MidTerm_Me.pdf)

Final [[Questions]](Final/پایانترم%20(2).pdf) [[Solutions]](Final/SP_Final_Solutions_Fall2021.pdf) [[MyAnswers]](Final/final.pdf)

# 4- Exercises

Exercise1 [[Questions]](Exercise1/Exercise1_HW.pdf) [[Solution]](Exercise1/SP_HW1_Solutions_Fall%202021.pdf) [[MyAnswer]](Exercise1/SP_AmirPourmand_99210259.pdf)

Exercise2 [[Questions]](Exercise2/Exercise2_HW.pdf) [[Solution]](Exercise2/SP_HW2_Solutions_Fall2021.pdf) [[MyAnswer]](Exercise2/SP_AmirPourmand_99210259_HW2.pdf)

Exercise3 [[Questions]](Exercise3/تمرین%20۳.pdf) [[Solution]](Exercise3/SP_HW3_Solution3_Fall2021.pdf) [[MyAnswer]](Exercise3/SP_HW3_AmirPourmand_99210259-compressed.pdf)

Exercise4 [[Questions]](Exercise4/تمرین%20۴.pdf) [[Solution]](Exercise4/SP_HW4_Solutions_Fall2021.pdf) [[MyAnswer]](Exercise4/SP_AmirPourmand_99210259_hw4.pdf)

Exercise5 [[Questions]](Exercise5/تمرین%20۵.pdf) [[Solution]](Exercise5/SP_HW5_Solutions_Fall2021.pdf) [[MyAnswer]](Exercise5/SP_HW5_AmirPourmand_99210259.pdf)

# 5- Quizzes

Quiz0 [[Questions]](Quizzes/کوییز%20۰.pdf) [[Solution]](Quizzes/Solutions/SP_Prerequisite%20Quiz_Solutions_Fall%202021.pdf) [[MyAnswer]](Quizzes/Quiz0.pdf)

Quiz1_0 [[Questions]](Quizzes/کوییز%20۱.pdf) [[Solution]](Quizzes/Solutions/SP_Quiz1_Solutions_Fall%202021.pdf) [[MyAnswer]](Quizzes/Quiz1_0.pdf)

Quiz1_1 [[Questions]](Quizzes/کوییز%20جبرانی%20۱.pdf) [[Solutions]](Quizzes/Solutions/SP_Retake%20Quiz%201_Solutions_Fall2021.pdf) [[MyAsnwer]](Quizzes/Quiz1_1.pdf)

Quiz2 [[Questions]](Quizzes/کوییز%20۲.pdf) [[Solutions]](Quizzes/Solutions/SP_Quiz2_Solutions_Fall2021.jpg) [[MyAnswer]](Quizzes/Quiz2.pdf)

Quiz3 [[Questions]](Quizzes/کوییز%20۳.pdf) [[Solutions]](Quizzes/Solutions/SP_Quiz3_Solutions_Fall2021.pdf) [[MyAnswer]](Quizzes/Quiz3.pdf)

Quiz4 [[Questions]](Quizzes/کوییز%20۴.pdf) [[Solutions]](Quizzes/Solutions/SP_Quiz4_Solutions_Fall2021.pdf) [[MyAnswer]](Quizzes/Quiz4.pdf)

Quiz5 [[Questions]](Quizzes/کوییز%20۵.pdf) [[Solutions]](Quizzes/Solutions/SP_Quiz5_Solutions_Fall2021.pdf) [[MyAnswer]](Quizzes/Quiz5.pdf)

Quiz6 [[Questions]](Quizzes/کوییز%20۶%20(1).pdf) [[Solutions]](Quizzes/Solutions/SP_Quiz6_Solutions_Fall2021.pdf) [[MyAnswer]](Quizzes/Quiz6.pdf)

Quiz7 [[Questions]](Quizzes/کوییز%20۷%20(1).pdf) [[Solutions]](Quizzes/Solutions/SP_Quiz7_Solutions_Fall2021.pdf) [[MyAnswer]](Quizzes/Quiz7.pdf)

Quiz8 [[Questions]](Quizzes/کوییز%20۸.pdf) [[Solutions]](Quizzes/Solutions/SP_Quiz8_Solutions_Fall2021.pdf) [[MyAnswer]](Quizzes/Quiz7.pdf)

Quiz9 [[Questions]](Quizzes/کوییز%20۹%20(1).pdf) [[Solutions]](Quizzes/Solutions/SP_Quiz9_Solutions_Fall2021.pdf) [[MyAnswer]](Quizzes/Quiz9.pdf)