HPC-Final

Resources:

1. In python implementing Logistic Regression with SGD from scratch

• https://machinelearningmastery.com/implement-logistic-regression-stochastic-gradient-descent-scratch-python/

2. Out project proposal

• https://www.overleaf.com/12349783bydsxrtzjnhd#/46978373/

3. Presentation showing equations in an easier to read way and simpler language

• http://courses.cms.caltech.edu/cs179/2015_lectures/cs179_2015_lec16.pdf

4. Final paper

• https://www.overleaf.com/12449432jgwnmjnhhdsg#/47398880/

Data Sources:

1. heart_scale:

• http://archive.ics.uci.edu/ml/datasets/Statlog+%28Heart%29

2. cuse.raw:

• http://data.princeton.edu/wws509/datasets/#cuse2

Running:

To compile run make

To execute, use one of the two commands below

./LogisticRegression data/cuse 1607 3 ./LogisticRegression data/heart_scale 270 13