dashi

User Guide

  • Installation
    • Requirements
    • Install from PyPI
    • Install from source
  • Quick Start Guide
    • 1. Data Formatting
    • 2. Unsupervised Temporal Analysis
    • 3. Unsupervised Multi-Source Analysis
    • 4. Variability Metrics (IGT & MSV)
    • 5. Supervised Characterization

API Reference

  • Data Formatting
    • format_data()
  • Unsupervised Temporal Analysis
    • Data Temporal Map
      • DataTemporalMap
      • MultiVariateDataTemporalMap
      • estimate_conditional_data_temporal_map()
      • estimate_multivariate_data_temporal_map()
      • estimate_univariate_data_temporal_map()
      • trim_data_temporal_map()
    • Plotting
      • plot_conditional_data_temporal_map()
      • plot_multivariate_data_temporal_map()
      • plot_univariate_data_temporal_map()
  • Unsupervised Multi-Source Analysis
    • Data Source Map
      • DataSourceMap
      • MultiVariateDataSourceMap
      • estimate_conditional_data_source_map()
      • estimate_multivariate_data_source_map()
      • estimate_univariate_data_source_map()
    • Plotting
      • plot_conditional_data_source_map()
      • plot_multivariate_data_source_map()
      • plot_univariate_data_source_map()
  • Variability Metrics
    • IGT Projection
      • IGTProjection
    • IGT Projection Estimator
      • estimate_igt_projection()
    • IGT Plotting
      • plot_IGT_projection()
    • MSV Metrics
      • MSVMetrics
      • estimate_MSV_metrics()
    • MSV Plotting
      • plot_MSV()
  • Supervised Characterization
    • Model Estimation
      • estimate_multibatch_models()
    • Arrange Metrics
      • arrange_performance_metrics()
    • Plot Performance
      • plot_multibatch_performance()

About

  • Changelog
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© Copyright 2026, Carlos Sáez Silvestre, David Fernández Narro, Pablo Ferri Borredá, Ángel Sánchez García.

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