Common Algorithms

In the repository I have created, I grouped common algorithms that can be used in many use cases. In the following sections, I mention the documentation file of each algorithm. Additionally, I have created a script that can estimate the time and memory complexity of these algorithms or your algorithms.

Sorting Algorithms

• Merge Sort
• Quick Sort

Searching Algorithms

• Binary Search

Data Structures

• Linked List

Other

• recursion technique

Estimate time and memory complexity

The estimate_complexity Python script estimates the time and memory complexities of different algorithms. It uses the timeit and tracemalloc libraries to measure the time and memory usage of the algorithms.

Install requirements

python -m pip install -r requirements.txt

Run

python estimate_complexity.py