gunz-ml

The Gunz Ecosystem

  • Gunz-ML (SDK)
  • Gunz-CM (Matrix)
  • Gunz-Utils (Core)

Getting Started

  • Installation
  • Quickstart
  • Core Concepts

Technical Reference

  • gunz_ml
gunz-ml
  • Overview: module code

All modules for which code is available

  • gunz_ml.analysis.dynamics
  • gunz_ml.analysis.errors
  • gunz_ml.analysis.internals
  • gunz_ml.analysis.runner
  • gunz_ml.callbacks
    • gunz_ml.callbacks.dead_neuron_monitor
    • gunz_ml.callbacks.early_stopping
    • gunz_ml.callbacks.early_stopping_optuna
    • gunz_ml.callbacks.gradient_monitor
    • gunz_ml.callbacks.optuna
    • gunz_ml.callbacks.prediction_dynamics
    • gunz_ml.callbacks.weight_update_monitor
  • gunz_ml.consts
  • gunz_ml.integrations.hydra
  • gunz_ml.integrations.lightning
  • gunz_ml.integrations.mlflow
  • gunz_ml.integrations.optuna
  • gunz_ml.integrations.toml
  • gunz_ml.loggers
    • gunz_ml.loggers.modmlflow
  • gunz_ml.management.artifacts
  • gunz_ml.management.core
  • gunz_ml.management.monitor
  • gunz_ml.management.scaffold
  • gunz_ml.management.tracking
  • gunz_ml.metrics.classification.adacos
  • gunz_ml.metrics.classification.arcface
  • gunz_ml.metrics.classification.cosface
  • gunz_ml.metrics.classification.sphereface
  • gunz_ml.optimizers
  • gunz_ml.plots.categorical_distributions
  • gunz_ml.plots.contour
  • gunz_ml.plots.enhanced_scatter
  • gunz_ml.plots.optuna
  • gunz_ml.plots.pareto_by_category
  • gunz_ml.plots.pareto_continuous_color
  • gunz_ml.schemas
    • gunz_ml.schemas.analysis
    • gunz_ml.schemas.args
    • gunz_ml.schemas.db
    • gunz_ml.schemas.experiment
    • gunz_ml.schemas.mlflow_cfg
    • gunz_ml.schemas.optuna_cfg
    • gunz_ml.schemas.optuna_cls
    • gunz_ml.schemas.run_cfg
  • gunz_ml.utils
    • gunz_ml.utils.connectivity
    • gunz_ml.utils.general

© Copyright 2025, Yeremia Gunawan Adhisantoso.

Built with Sphinx using a theme provided by Read the Docs.