hossainlab/python_for_research.md

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python_for_research.md

COMPUTING WITH PYTHON FOR RESEARCH

Why Python?

MATHS

PYTHON ENVIRONMENT SETUP

PYTHON BASICS

DEBUGGING

PRACTICE PROBLEMS

PYTHON MODULES FOR RESEARCH APPLICATIONS

NumPy(NumPy is the fundamental package for scientific computing with Python)
Pandas(Python Library for Data Analysis)
- Pandas Cheat Sheet
- Pandas Official Documentation
Matplotlib(Python Library for Data Visualization)
- Matplotlib Cheat Sheet
- Official Documentation
Seaborn(Python Library Based on Matplotlib for Data Visualization)
- Seaborn Cheat Sheet
- Seaborn official Documentation
SciPy(Statistics & Linear Algebra)
- SciPy Cheat Sheet

STATISTICS & PROBABILITY

PYTHON FOR BIOSCIENCE

Biopython(Python Library for Bioinformatics Research)
Scikit-bio(Python Package Providing Data Structures, Algorithms, and Educational Resources for Bioinformatics)
- Latest Official Documentation

BIOLOGICAL PROBLEMS SOLVING

Rosalind

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