https://github.com/vancenceho/college_projects

🎓 House of school/college homework, problem sets & mini-projects which consists mainly of data structures & algorithms
https://github.com/vancenceho/college_projects

data-structures matlab pandas python queue scikit-learn seaborn stack

Last synced: 8 days ago
JSON representation

🎓 House of school/college homework, problem sets & mini-projects which consists mainly of data structures & algorithms

• Host: GitHub
• URL: https://github.com/vancenceho/college_projects
• Owner: vancenceho
• Created: 2022-11-04T16:44:42.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-03-03T06:09:24.000Z (11 months ago)
• Last Synced: 2024-11-10T16:46:01.429Z (2 months ago)
• Topics: data-structures, matlab, pandas, python, queue, scikit-learn, seaborn, stack
• Language: Python
• Homepage:
• Size: 166 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# 🚀 About This Repository

## 🎓 Singapore University of Technology & Design (SUTD)

### Data Driven World 📊

Week1_Cohort.py - _Iteration, BubbleSort & InsertionSort_  

Week1_HW.py - _Palindrome & BubbleSortV4_  

Week2_Cohort.py - _Binary Heap & HeapSort_  

Week2_HW.py - _Minimum Heap & HeapSort_  

Week3_Cohort.py - _Binary Search, Factorial Recursion, Tower of Hanoi & MergeSort_  

Week3_HW.py - _Fibonacci Sequence, Max-Heapify & Permutation_  

Week4_Cohort.py - _Classes, Stack, Queue_  

Week4_HW.py - _Queue ADT, RadixSort_  

Week5_Cohort.py - _Graphs & BreadthFirstSearch_  

Week5_HW.py - _Sum of Edges & Vertices in Graphs_  

Week6_Cohort.py - _Classes: Getter & Setter_  

Week6_HW.py - _Classes: Override_  

Week8_Preclass.py - _Pandas: Dataframe Manipulation_  

Week8_Cohort.py - _Pandas: Dataframe Operations_  

Week8_HW.py - _Pandas, Matplot, Seaborn_  

Week9_Cohort.py - _ML: Linear Regression_  

Week9_HW.py - _ML: Gradient Descent Linear Regression_  

Week10_Cohort.py - _ML: Logistic Regression_  

2D_Project.py - _ML Project on Environmental Indexes_  

### Computational Thinking for Design 💻

#### Week 8 

ProblemSet_1.py - _Basic printing_  

ProblemSet_2A.py - _Basic printing/data structures & types/common mathematical algorithms_  

#### Week 10

ProblemSet_2B.py - _Basic initialization of mathematical functions_  

ProblemSet_2C.py - _Basic functions: Sequences & Check Values_  

ProblemSet_3A.py - _Alternating functions: For loops to calculate sums & Alternating While loops_  

ProblemSet_3B.py - _List functions & Manipulation_  

ProblemSet_4.py - _Slicing & Looping_  

ProblemSet_5A.py - _Dictionaries_  

ProblemSet_5B.py - _Dictionary Functions_  

#### Week 12

ProblemSet_6.py - _Matrices using Lists_  

#### Week 13

ProblemSet_7.py - _Classes_  

  

## 🏫 Temasek Polytechnic (TP)

### Data Structures & Algorithms 💡

#### Problem Set 1A 

ProjectQn1.py - _Algorithm Project on Sequential Search using recursion_  

ProjectQn2.py - _Algorithm Project on Stack class_  

ProjectQn3.py - _Algorithm Project on Queue class_  

  

#### Problem Set 1B

Project1B_Qn1a.py - _Algorithm Project on Binary Search algorithm using recursion_  

Project1B_Qn1b.py - _Algorithm Project on Sorted List Insertion using recursion_  

Project1B_Qn2.py - _Algorithm Project on a Book-Keeping program by initializing a class_