Welcome to Pro-T-Omics documentation!

Pro-T-Omics is a professional tool for omics data analysis.

Note

This project is under active development.

Contents

• Data Loading
  • 1. Select upload mode
    • Single file upload
    • Multi file upload
    • Sample dataset
  • 2. Choose descriptive columns
  • 3. Select gropus to compare
• Exploratory Data Analysis
• Data Preprocessing
• ROTS
  • ROTS parameters
  • ROTS results
• Feature Selection
  • Feature Selection Algorithms
  • Results Intersection
• Data Augmentation
• Machine Learning Classifiers
  • Training
    • Selecting the data source
    • Train-test split
    • Selecting number of folds
    • Selecting the classifiers
    • Saving the model
  • Inference