YingboMa

using ForwardDiff
goo((x, y, z),) = [x^2*z, x*y*z, abs(z)-y]
foo((x, y, z),) = [x^2*z, x*y*z, abs(z)-y]
function foo(u::Vector{ForwardDiff.Dual{T,V,P}}) where {T,V,P}
    # unpack: AoS -> SoA
    vs = ForwardDiff.value.(u)
    # you can play with the dimension here, sometimes it makes sense to transpose
    ps = mapreduce(ForwardDiff.partials, hcat, u)
    # get f(vs)
    val = foo(vs)

aiguofer

Find out how much memory each of the jupyter notebooks running on a server is using. Helpful for knowing which ones to shut down.

Original code from http://stackoverflow.com/questions/34685825/jupyter-notebook-memory-usage-for-each-notebook

You'll need to

pip install tabulate psutil pandas requests

brandur

Force pull request's diff to reset itself against target branch

git checkout feature-branch
# empty commit; don't worry, this will not show up in the final pull
git commit --allow-empty -m "Empty commit"
git push origin feature-branch
# hard reset to before empty commit
git reset --hard HEAD~
git push -f origin feature-branch