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LAMPE 0.9.0
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lampe

  • Tutorials
    • 1. Simulators and datasets
    • 2. Neural posterior estimation
    • 3. Neural ratio estimation
    • 4. Flow matching posterior estimation
    • 5. Expected coverage
    • 6. Embedding and GPU acceleration
  • API
    • lampe.data
    • lampe.diagnostics
      • lampe.diagnostics.coverage
    • lampe.inference
      • lampe.inference.amnre
      • lampe.inference.bnre
      • lampe.inference.cnre
      • lampe.inference.dcp
      • lampe.inference.fmpe
      • lampe.inference.mcmc
      • lampe.inference.npe
      • lampe.inference.nre
    • lampe.masks
    • lampe.nn
    • lampe.plots
    • lampe.utils

Development

  • Contributing
  • Changelog
  • License
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APIΒΆ

lampe.data

Datasets and data loaders.

lampe.diagnostics

Diagnostics and reliability assessment.

lampe.inference

Inference components such as estimators, training losses and MCMC samplers.

lampe.masks

Masking helpers.

lampe.nn

Neural networks, layers and modules.

lampe.plots

Plotting helpers.

lampe.utils

General purpose helpers.

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6. Embedding and GPU acceleration
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