Recent Releases of High-performance neural population dynamics modeling enabled by scalable computational infrastructure

High-performance neural population dynamics modeling enabled by scalable computational infrastructure - v1.1.0

Major Changes & Improvements

  • Docs and paper updates per JOSS review feedback
  • Updated examples to include datasets and more complete instructions #16
  • End-to-end CI testing #17

Breaking Changes

  • N/A

Bug Fixes

  • N/A

Scientific Software - Peer-reviewed - Python
Published by a9p over 3 years ago

High-performance neural population dynamics modeling enabled by scalable computational infrastructure - v1.0.0

Major Changes & Improvements

  • Add container image for local and cloud compute (LFADS & AutoLFADS)
  • Add Ray workflow from accepted paper
  • Add support for PBT in Katib. Stabilized and release in v0.14 enabling KubeFlow AutoLFADS based solution.
  • Modified KubeFlow manifests for lightweight installation provided

Breaking Changes

  • Minimum supported Katib version now v0.14. This allows users to rely soley on the upstream Katib images provided by KubeFlow for deployment.

Bug Fixes

  • N/A

Scientific Software - Peer-reviewed - Python
Published by a9p over 3 years ago