https://github.com/rachel-xmr/data-analysis-in-health-set-csc3062

classification-algorithm data-analysis data-visualization model-evaluation nmf pca python svm t-sne visualization

Last synced: 7 months ago
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CSC3062 Data Analysis and visualization

Host: GitHub
URL: https://github.com/rachel-xmr/data-analysis-in-health-set-csc3062
Owner: Rachel-XMR
License: mit
Created: 2025-01-05T17:26:02.000Z (9 months ago)
Default Branch: main
Last Pushed: 2025-01-29T17:21:56.000Z (8 months ago)
Last Synced: 2025-01-29T18:27:05.568Z (8 months ago)
Topics: classification-algorithm, data-analysis, data-visualization, model-evaluation, nmf, pca, python, svm, t-sne, visualization
Language: Jupyter Notebook
Homepage:
Size: 29.7 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

README

# CSC3062 Data Analysis and visualization

## [ICW1](https://github.com/Rachel-XMR/Data-Analysis-in-Health-Set-CSC3062/blob/main/CW1/CSC3062_ICW1_301023.ipynb)

### Data Preparation and Addressing Missingness

#### missing data imputation

mice imputations

#### Normalisation

MinMaxScaler

#### PCA

#### NMF

#### t-SNE

## [CW2](https://github.com/Rachel-XMR/Data-Analysis-in-Health-Set-CSC3062/blob/main/CW2/CSC3062_ICW2_111223.ipynb)