Contents Menu Expand Light mode Dark mode Auto light/dark mode
Swyft v0.4.2 documentation
Logo

Basics

  • Installation
  • Quickstart
    • Swyft in 15 Minutes
  • Tutorials
    • A - Building inference networks with SwyftModule
    • B - Multi-dimensional posteriors and corner plots
    • C - Linear regression with Swyft
    • D - Informative data summaries
    • E- Coverage tests
    • F - Training hyper parameters
    • G - Simulator and Graphical models
    • H - Truncation and bounds
    • I - Model comparison
    • J - ZarrStore and Parallel Simulations
  • Examples
    • Example A - Rings
    • Example B - MNIST & CNN
    • Example C - Lotka-Volterra
  • Papers
  • Events

Reference

  • API
  • Changelog

Extra information

  • Citation
  v: latest
Versions
latest
stable
v0.4.5
v0.4.4
v0.4.3
v0.4.2
v0.4.1.post1
v0.4.1
v0.4.0
v0.3.2
release-v0.4.4
documentation
dev
Downloads
On Read the Docs
Project Home
Builds
Back to top
Edit this page

Quickstart#

15 min crash course:

  • Swyft in 15 Minutes
    • 1. Installing Swyft
    • 2. Define the Simulator
    • 3. Define the SwyftModule
    • 4. Train the model
    • 5. Visualize training
    • 6. Perform validation tests
    • 7. Generate posteriors
Next
Swyft in 15 Minutes
Previous
Installation
Copyright © 2023, Noemi Anau Montel, Alex Cole, Benjamin Kurt Miller, Christoph Weniger
Made with Sphinx and @pradyunsg's Furo