GitHub - NobleKennamer/astro_porject: Final Project for CS 273

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Name		Name	Last commit message	Last commit date
Latest commit History 63 Commits
PosterPreview		PosterPreview
abhisaar_notes		abhisaar_notes
data		data
.gitignore		.gitignore
AbstractClasses.py		AbstractClasses.py
README.txt		README.txt
RR_Lyrae.ipynb		RR_Lyrae.ipynb
Svm.py		Svm.py
Utils.py		Utils.py
abhisaar_working_on_svm.ipynb		abhisaar_working_on_svm.ipynb
ariel_notebook.ipynb		ariel_notebook.ipynb
decision_tree.py		decision_tree.py
final_report_cs_273.docx		final_report_cs_273.docx
generative_classifiers.py		generative_classifiers.py
logistic_regression.py		logistic_regression.py
neural_network.py		neural_network.py
poster_organization.docx		poster_organization.docx
redshift.ipynb		redshift.ipynb
regression_models.py		regression_models.py

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README for CS 273 Final Project

Noble Kennamer
Dylan Cockerham
Ariel Kruger
Abhisaar Sharma

This project revolves around two notebooks

RR_Lyrae.ipynb

and

redshift.ipynb

These two notebooks are where the main part of the project is. For grading purposes look here first. Simply execute them and you will get all the results shown in the report.

To executer this project there are several dependencies:
Python 2.7.10
numpy
scipy
sic-kit learn
matplotlib
seaborn
ipython
tensorflow
cvxopt
pandas