/python-for-research

Simple Python codes for data-related research applications.

Primary LanguagePython

Simple Programs for Machine Learning and Data Science

Python programs written for some interesting applications:

  • DNA Translation
  • Basic Natural Language Processing (Pandas, Numpy, Matplotlib)
  • Elementary Network Analysis (NetworkX, Scipy, Numpy)
  • kNN classification (Scikit-Learn, Scipy, Numpy, Matplotlib)
  • Tracking Bird Migration (Cartopy, Datetime, Pandas, Numpy, Matplotlib)
  • Classification of Whiskies (Scikit-Learn, Pandas, Numpy, Matplotlib)
  • Linear Regression (Scikit-Learn, StatsModels, Scipy, Numpy, Matplotlib)
  • Logistic Regression (Scikit-Learn, Scipy, Numpy, Matplotlib)