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TODO list
Preprocessing
- Load data
- Find missing values
- Find outliers
- Compute distribution of data (max, min, mean, var)
- Normalize data
- Distribution of data for each attribute
- Correlation between attributes
Feature extraction
- PCA
- Autoencoder
- LDA
- ICA
- NMF
Feature discrimination
- Choose feature of interest
Clustering
- KNN
- k-Means
- GMM
Visualization
TODO List (new task)
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