Team
This work is part of Georgia Tech’s CS7641 Machine Learning course. Our team is composed of members from bioinformatics and machine learning backgrounds:
- Anna McKee (amckee30@gatech.edu)
- Lingchao Mao (lmao31@gatech.edu)
- Mehak Bindra (mbindra3@gatech.edu)
- Jayda Ritchie (jritchie31@gatech.edu)
- Meenakshi Somadasan (mpillai32@gatech.edu)
We are pleased to have Madhuri Singh (msingh365@gatech.edu) as our mentor.
Gantt Chart
Each members’ planned responsibilities for the entirety of the project have been listed here.
Individual Contributions to the Proposal
| Name | Proposal contributions |
|---|---|
| Anna | Contributed to proposal introduction & methods. Procured datasets for analysis. Initialized Github repo and webpage. |
| Ling | Contributed to proposal methods & potential results. Designed and created project webpage. |
| Meenakshi | Recorded proposal video. Worked on initial data analysis. |
| Jayda | Recorded proposal video. Worked on initial data analysis. |
| Mehak | Created presentation for proposal video. Contributed to project webpage. |
All members attended all group meetings and actively took part in all discussions.
Individual Contributions to the Midterm Report
| Name | Midterm Report contributions |
|---|---|
| Anna | Conducted GMM analysis and visualization. Updated webpage. |
| Ling | Conducted univariate feature selection and PLS analysis. Updated webpage. |
| Meenakshi | Conducted PCA analysis and visualization. |
| Jayda | Conducted K-Means and DBSCAN analysis and visualization. |
| Mehak | Conducted UMAP and hierarchical clustering analysis and visualization. Updated webpage. |
All members attended meetings and contributed ideas to project.
Individual Contributions to the Final Report
| Name | Midterm Report contributions |
|---|---|
| Anna | Conducted DeSeq feature selection Updated webpage. |
| Ling | Implemented supervised models, cross-validation of PLS components and analyzed results. Updated webpage. |
| Meenakshi | Conducted feature importance analysis. Recorded proposal video. |
| Jayda | Implemented supervised models and data augmentation. Recorded proposal video. |
| Mehak | Implemented sequential model. Created presentation for final video. |
All members attended meetings and contributed ideas to project.
Website
This website was made using jekyll hosted on github pages. The code can be found here. Contact Anna McKee (amckee30@gatech.edu) if you have any suggestions or questions about this website.