Computational Science | Python

Working with:

Python Jupyter Notebook (.ipynb)
NumPy
Matplotlib

Topics:

Root Finding (A1)
SVD based Data Compression (A1)
Psuedoinverse (A2)
Principal components to find geographic structure (A2)
Sampling from some common distributions (A2)
Maximum likelihood estimate (A3)
Inversion methods to generate distributions (A3)
Markov Chain (A3)
Jukes-Cantor model of DNA sequence evolution (A3)
Alignment Algorithms (A4)
Hidden Markov Models (A4)
Forward & Backward Algorithms (A5)
UPGMA Tree Constructions (A5)