THEMA: Systems

The thema.multiverse.systems module comprises the first segment of the Thema pipeline, focusing on data cleaning/processing and data projection.

Inner System

The Inner System encompasses functionality for cleaning, processing, encoding, scaling, and imputing data. It facilitates the transition from tabular data to internally-managed Python-friendly files, enhancing ease of use.

Outer System

The Outer System includes functionality for comprehending the projection space of your data. It enables grid searching of a hyperparameter space for multiple unsupervised projection and dimensionality reduction methods.

Architecture

thema.multiverse.systems
├── inner
│   ├── inner_utils.py
│   ├── moon.py
│   └── planet.py
└── outer
    ├── comet.py
    ├── oort.py
    └── projectiles
        ├── pcaProj.py
        ├── tsneProj.py
        └── umapProj.py

Module Contents