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Leaspy
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Leaspy

Getting Started

  • Installation

Examples

  • Examples gallery
    • Quickstart with Leaspy
    • Parkinson’s Disease Progression Modeling with Leaspy
    • Joint Model
    • Mixture Model
    • Simulating Data with Leaspy

Documentation

  • User guide
    • 1. Get started
    • 2. Mathematical Background
    • 3. Models
    • 4. Algorithms
    • 5. Models Evaluation
  • Glossary
  • Notations
  • References
  • Changelog
  • License
  • API Reference
    • leaspy
      • leaspy.algo
        • leaspy.algo.algo_with_annealing
        • leaspy.algo.algo_with_device
        • leaspy.algo.algo_with_samplers
        • leaspy.algo.base
        • leaspy.algo.fit
          • leaspy.algo.fit.base
          • leaspy.algo.fit.fit_output_manager
          • leaspy.algo.fit.lme_fit
          • leaspy.algo.fit.mcmc_saem
        • leaspy.algo.personalize
          • leaspy.algo.personalize.base
          • leaspy.algo.personalize.constant_prediction_algo
          • leaspy.algo.personalize.lme_personalize
          • leaspy.algo.personalize.mcmc
          • leaspy.algo.personalize.mean_posterior
          • leaspy.algo.personalize.mode_posterior
          • leaspy.algo.personalize.scipy_minimize
        • leaspy.algo.settings
        • leaspy.algo.simulate
          • leaspy.algo.simulate.base
          • leaspy.algo.simulate.simulate
      • leaspy.constants
      • leaspy.datasets
        • leaspy.datasets.loader
      • leaspy.exceptions
      • leaspy.io
        • leaspy.io.data
          • leaspy.io.data.abstract_dataframe_data_reader
          • leaspy.io.data.covariate_dataframe_data_reader
          • leaspy.io.data.data
          • leaspy.io.data.dataset
          • leaspy.io.data.event_dataframe_data_reader
          • leaspy.io.data.factory
          • leaspy.io.data.individual_data
          • leaspy.io.data.joint_dataframe_data_reader
          • leaspy.io.data.visit_dataframe_data_reader
        • leaspy.io.logs
          • leaspy.io.logs.visualization
            • leaspy.io.logs.visualization.plotter
            • leaspy.io.logs.visualization.plotting
        • leaspy.io.outputs
          • leaspy.io.outputs.individual_parameters
          • leaspy.io.outputs.result
      • leaspy.models
        • leaspy.models.base
        • leaspy.models.constant
        • leaspy.models.factory
        • leaspy.models.joint
        • leaspy.models.linear
        • leaspy.models.lme
        • leaspy.models.logistic
        • leaspy.models.mcmc_saem_compatible
        • leaspy.models.mixture
        • leaspy.models.obs_models
        • leaspy.models.riemanian_manifold
        • leaspy.models.settings
        • leaspy.models.shared_speed_logistic
        • leaspy.models.stateful
        • leaspy.models.stateless
        • leaspy.models.time_reparametrized
        • leaspy.models.utilities
        • leaspy.models.utils
          • leaspy.models.utils.attributes
            • leaspy.models.utils.attributes.abstract_attributes
            • leaspy.models.utils.attributes.abstract_manifold_model_attributes
            • leaspy.models.utils.attributes.attributes_factory
            • leaspy.models.utils.attributes.linear_attributes
            • leaspy.models.utils.attributes.logistic_attributes
            • leaspy.models.utils.attributes.logistic_parallel_attributes
          • leaspy.models.utils.initialization
            • leaspy.models.utils.initialization.model_initialization
      • leaspy.samplers
        • leaspy.samplers.base
        • leaspy.samplers.factory
        • leaspy.samplers.gibbs
      • leaspy.utils
        • leaspy.utils.distributions
        • leaspy.utils.docs
        • leaspy.utils.filtered_mapping_proxy
        • leaspy.utils.functional
        • leaspy.utils.linalg
        • leaspy.utils.subtypes
        • leaspy.utils.typing
        • leaspy.utils.weighted_tensor
      • leaspy.variables
        • leaspy.variables.dag
        • leaspy.variables.distributions
        • leaspy.variables.specs
        • leaspy.variables.state
        • leaspy.variables.utilities
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1. Get started¶

1.1. Installation¶

See page Installation.

1.2. Leaspy in a nutshell¶

For a quick overview of how to use Leaspy, see the quickstart examples.

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2. Mathematical Background
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User guide
Copyright © 2017-2026, Juliette Ortholand, Nicolas Gensollen, Etienne Maheux, Caglayan Tuna, Raphael Couronne, Arnaud Valladier, Sofia Kaisaridi, Pierre-Emmanuel Poulet, Nemo Fournier, Léa Aguilhon, Maylis Tran, Gabrielle Casimiro, Igor Koval, Stanley Durrleman, Sophie Tezenas Du Montcel
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On this page
  • 1. Get started
    • 1.1. Installation
    • 1.2. Leaspy in a nutshell