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abarton51 committed Dec 6, 2023
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22 changes: 15 additions & 7 deletions tabs/final_report.md
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title: 3. Final Report
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# CS 4641 Machine Learning, Team 6, Final Report
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h1 {
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# Exploring Music Classification - Composers and Genres


**CS 4641 Machine Learning, Team 6, Final Report**

Members: Austin Barton, Karpagam Karthikeyan, Keyang Lu, Isabelle Murray, Aditya Radhakrishan

***

# Table of Contents

- [CS 4641 Machine Learning, Team 6, Final Report](#cs-4641-machine-learning-team-6-final-report)
- [Exploring Music Classification - Composers and Genres](#exploring-music-classification---composers-and-genres)
- [Table of Contents](#table-of-contents)
- [Introduction](#introduction)
- [Datasets](#datasets)
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| Austin Barton | MusicNet Data Pre-Processing, MusicNet PCA, t-SNE, MusicNet CNN experimentation, Decision Trees, Random Forests, Gradient-boosted trees, Hyperparametrization, Figure generation and analysis, MIDI Parsing, Data Visualization, EDA, GitHub Pages |
| Aditya Radhakrishnan | Model Design & Implementation, Development/Iteration, Validation, Testing, Results Generation & Visualization, and Early Dataset Balancing Exploration |
| Isabelle Murray | GanttChart, Model Implementation/development, Testing, Results Generation & Visualization |
| Karpagam Karthikeyan | GanttChart, MusicNet Data Pre-Processing, Github Pages, Data Visualization, MIDI Parsing, Figure Generation, CNN Model, Video Presentation |
| Karpagam Karthikeyan | MusicNet Data Pre-Processing, Github Pages, Data Visualization, MIDI Parsing, Figure Generation, CNN Model, Video Presentation, GanttChart |
| Niki (Keyang) Lu | GTZAN Data Preprocessing & Visualization |

## Gantt Chart
Link to Gantt Chart: [Gantt Chart](https://gtvault-my.sharepoint.com/:x:/g/personal/kkarthikeyan8_gatech_edu/EVjVKvZA0_xLh_aF5jo_iTEBVskxE3vAHkcjEn6QkRMpAQ?e=xVssxk)

![Gantt Chart Page 1](../assets/images/GanttChart_ClassicalficationMusic-1.png)

![Gantt Chart Page 2](../assets/images/gantt_midterm_update.png)
![Gantt Chart Page 1](../assets/gantt1.png)

![Gantt Chart Page 3](../assets/images/GanttChart_ClassicalficationMusic-3.png)
![Gantt Chart Page 2](../assets/gantt2.png)



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