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Synference
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  • Getting Started
    • Installation
    • Overview
    • Getting Help & Contributing
  • Introduction to SBI
    • Simulation-Based Inference: A Practical Introduction
  • Library Generation
    • Synthesizer Crash Course
    • Basic Library Generation
    • Complex Library Generation
    • Multithreading Library Generation
    • Bring your Own Grid
  • Training SBI Models
    • Creating a Feature Array
    • Basic SBI Model Training
    • Feature and Parameter Arrays
    • Training an SBI Model
    • Loading a Trained Model
    • Plotting model loss
    • Plotting validation metrics
    • Getting model metrics
    • Posterior Samples
    • Next Steps
    • Complex SBI Model Training
    • Model Validation
    • Model Optimization
    • Online Training
    • Sampling Validation using MC
  • Uncertainty Modelling
    • Noise Modelling
  • Posterior Inference
    • Catalogue Fitting
    • SED Recovery
  • Advanced Topics
    • Custom Training Loop
    • The Simformer
  • Frequently Asked Questions
  • API Reference
    • synference
      • synference.custom_runner
      • synference.library
      • synference.noise_models
      • synference.sbi_runner
      • synference.simformer
      • synference.utils
        • synference.utils.TimeoutException
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ExamplesΒΆ

Below are some simple examples to get you started with synference. For more detailed examples, check out the Examples page.

Download all examples in Python source code: auto_examples_python.zip

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