sdmoran/cs4342_hw5

Homework 5 for CS4342 Machine Learning at WPI

CS4342 Homework 5

Sam Moran

STRUCTURE

All problems except Problem 3 are in Jupyter notebooks with corresponding labels; Problem 3 is in the Word document labeled Problem 3.

HOW TO RUN

• Extract contents of this zip file to a folder

• From command line, run jupyter lab

• Open the corresponding notebook from the Jupyter Lab file explorer.

• When running code for each problem, make sure to run code from top to bottom; some sections of the notebooks rely on code in previous steps.

Requirements and Versions

Keras==2.3.1

Keras-Applications==1.0.8

Keras-Preprocessing==1.1.0

matplotlib==3.1.2

numpy==1.17.4

pandas==0.25.3

tensorflow==2.0.0

scikit-learn==0.22

scipy==1.3.3

Jupyter

jupyter core : 4.6.1

jupyter-notebook : 6.0.2

ipython : 7.9.0

ipykernel : 5.1.3

jupyter client : 5.3.4

jupyter lab : 1.2.2

nbconvert : 5.6.1

nbformat : 4.4.0

traitlets : 4.3.3