The Fat Boys' repo

This repository is the repository for Team Fat Boys in Art of Data Science at Johns Hopkins.

##Contact

Edric Tam, Ivan Kuznetsov, Kevin Huang

Handle: fatboy1

Email:etam2@jhu.edu

Handle: ikuznet1

Email:ikuznet1@jhu.edu

Handle: khuang28jhu

Email:khuang28@jhu.edu

##ToC

####Assignment 1 ./draft/summary.md

Significance and Feasability analysis of the proposed project topic

####Assignment 2 ./draft/questions.md

Asking the 6 types of scientific questions about the project topic

####Assignment 3 ./code/descriptive_and_exploratory_answers.ipynb

Begin answering the descriptive and exploratory questions. Once answered them the questions we asked will be revised - discuss those that we couldn't fully answer, ask follow up questions that would be informative, etc.

./code/abridged_descriptive_and_exploratory_answers.ipynb

Begin answering the descriptive and exploratory questions. Once answered them the questions we asked will be revised - discuss those that we couldn't fully answer, ask follow up questions that would be informative, etc.

###Assignment 4 ./code/inferential_simulation.ipynb

Formally asked inferential question about the data, and answered it on simulated data from the null model, alternate model, and real data

###Assignment 5 ./code/classification_simulation.ipynb

Formally asked classification question about the data, and answered it on simulated data from the alternate model, and real data

###Assignment 6 ./code/test_assumptions.ipynb

In the previous two assignments, we made assumptions about our data. Now, we will check them and see whether or not they are true, and if not, update our understanding or assumptions about our data to those which are more right.

###Assignment 7 ./draft/summary_presentation.pdf

Presentation about findings and methods used throughout the project.

###Assignment 8 ./docs/progress_report.md

Report stating all analysis completed to date, as well as logical next steps.

Other Reports and Individual Work (Miscellaneous)

Further Exploratory Analysis Report

./docs/Further_Exploratory_1.md

Report with some further clustering and exploratory analysis (Part 1)

./docs/Further_Exploratory_2.md

Report with some further clustering and exploratory analysis (Part 2)

./docs/Literature-Search.md

Report with some literature search about GABA and VGlut colocalization.

Individual Reports and Work can be found here:

./code/Individual_Reports/

###Final Report ./final_report.md

Final report summarizing work performed throughout the course