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Developers Workshop 2017

Date

August 14-18, 2017

Location

International Council for the Exploration of the Sea (ICES)

H.C. Andersens Boulevard 44-46, Copenhagen (map)

Description

Objectives

Presentations

  • Helen Ogden
    • Checking the quality of Laplace-approximate inference

Possible Topics

  • Discuss with TMB developers to add spatial-temporal tools into ADMB (Requested by Mark Maunder)

  • Presentation on TINY_AD (proposed by John Sibert)

    • Using TINY_AD to improve ADMB code base
    • Using TINY_AD to improve existing ADMB applications - possible breakout session
  • Improvements to MCMC functionality

    • Demonstrate stable versions of NUTS for TMB and ADMB and how they compare to Stan
    • What can go wrong and how to fix it (focus on stock assessments), try on some real models
    • Discuss next steps (if any)
  • Priotizing avenues for statistical improvement

    • Variational methods
    • Using MCMC instead of Importance Sampling with fixed seed to replace Laplace approximation
    • Incorporating generalized hypergeometric function (for N-mixture model)
  • Prioritizing computational improvements

    • Low-memory bias-correction
    • GPU testing for different operating systems
  • Improve TMB documentation Book

  • Improve TMB Rstudio integration

    • Easier setup. Continue setupRstudio branch.
    • Make the static code analyzer work (use .rs.setClangDiagnostics(2) to debug it).

Schedule

Monday

Time Activity Notes
10am Opening ceremony, Biscay Room (4th floor)
Noon Lunch
1pm Helen Ogden's presentation
3pm Breakout groups
5pm Done

Tuesday

Time Activity Notes
9am Start
Noon Lunch
5pm Done
  • Presentation: Kasper Kristensen, “Recent updates to TMB”
  • Presentation: Kasper Kristensen, “TINY_AD in TMB and ADMB”
  • Presentation: Kasper Kristensen, “How to add user contributed C++ files”
  • Discuss topics to cover in videos.
  • Discuss training courses.

Wednesday

Time Activity Notes
9am Stuff
Noon Lunch
5pm Done

Thursday

Time Activity Notes
9am Stuff
Noon Lunch
Afternoon Foundation Meeting
5pm Done
  • Discuss potential working groups that could be funded through rOpenSci

Friday

Time Activity Notes
9am Stuff
Noon Lunch
5pm Done

Participants

Name Attendance Affiliation Notes
Anders Nielsen in person Technical University of Denmark TMB and glmmTMB developer
Andrea Havron in person University of Auckland, NZ
Arni Magnusson in person ICES Secretariat, Denmark ADMB Foundation President
Casper Berg in person Technical University of Denmark TMB and glmmTMB developer
Chris Grandin in person DFO Pacific Biological Station, Canada
Gavin Fay in person University of Massachusetts
Hans Skaug in person University of Bergen, Norway
Helen Ogden in person University of Southampton, UK
Johnoel Ancheta in person University of Hawaii ADMB Core Developer
Kasper Kristensen in person Technical University of Denmark TMB and glmmTMB developer
Mollie Brooks in person Technical University of Denmark ADMB Foundation Secretary
Name Attendance Affiliation Notes
Allan Hicks remote Intl Pacific Halibut Commission ADMB Foundation Treasurer
Athol Whitten remote Mezo Research, Sydney
Christoffer Albertsen ? Technical University of Denmark
Cole Monnahan remote University of Washington MCMC methods developer
Dave Fournier ? Otter Research ADMB founder
Jim Thorson ? NOAA
John Sibert remote ADMB Project, JIMAR, University of Hawaii ADMB founder
Jim Ianelli remote ADMB Project, NOAA ADMB fanboy
Uffe Thygesen ? Technical University of Denmark