Welcome to jaxcmr

announcement
Introducing jaxcmr: JAX-accelerated computational memory modeling
Author

jaxcmr team

Published

January 1, 2024

Welcome to the jaxcmr blog! This is where we’ll share updates on the library, tutorials for computational memory modeling, and notes from ongoing research.

What is jaxcmr?

jaxcmr is a JAX-accelerated toolkit for modeling memory search using Context Maintenance and Retrieval (CMR) models. It provides:

  • Fast simulation: JIT-compiled model simulations
  • Differentiable: JAX enables automatic differentiation
  • Fitting: Differential evolution for parameter estimation
  • Analyses: Standard behavioral measures (SPC, CRP, etc.)

Getting Started

Check out the jaxcmr repository to install jaxcmr and run your first simulation.

Stay Updated

We’ll post here about:

  • New features and releases
  • Tutorials and tips
  • Research findings using jaxcmr
  • Technical deep-dives into CMR

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