Comments (6)
CC: @yixuan
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Hi @nileshpatra, my own point of view is that LBFGS++ is a relatively simple program, and I tend to keep it simple. The master branch simply reflects the latest version.
LBFGS++ is somewhat a rewrite of liblbfgs into header-only C++. Originally I just used it for my own projects, so I just keep it as a separate (hobby) project.
from lbfgspp.
Hi @yixuan
Hi @nileshpatra, my own point of view is that LBFGS++ is a relatively simple program, and I tend to keep it simple. The master branch simply reflects the latest version.
LBFGS++ is somewhat a rewrite of liblbfgs into header-only C++. Originally I just used it for my own projects, so I just keep it as a separate (hobby) project.
As you might've noticed, bustools actually uses your great work and builds their code base on the library. Now, bustools is a Debian package, and we (team-wise) maintain it.
Since your package is also a dependency, I packaged it and uploaded, so users could simply sudo apt install lib lbfgspp-dev
(when this gets accepted) and use your nice work
The problem with unreleased repositories is that it is very hard to track any API changes, and nearly impossible to fix things if stuff goes south. Versioned releases for libraries is always encouraged and particularly important to us (as downstream). Hence, please consider tagging a release.
I understand that this might be a hobby project for you -- there are several such hobby projects that are very useful, and releasing them with proper versions is always very helpful thing for us. Please consider tagging a release if you are convinced. If you need more explanation, let me know
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OK, I'll do it later. Thanks!
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@yixuan gentle ping?
from lbfgspp.
Sorry for the delay. I just created a release, and I plan to add some automated tests in the next version.
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Related Issues (20)
- Division by zero in Cauchy.h HOT 4
- Bounded LBFGS (box) doesn't work well HOT 1
- LBFGS Breaks on this trivial case HOT 2
- Comparison with Pythons scipy.optimize lbfgsb HOT 6
- Several ways to crash LBFGS++ HOT 8
- Examples hang on Linux/ppc64le HOT 1
- LineSearchNocedalWright - NaN in Step 2 (Zooming) HOT 1
- How to create a functor for LBFGSpp given objective function and its gradient HOT 2
- compare with some optimization tools? HOT 2
- The optimization returns 6 precision numbers HOT 2
- Division by zero in BFGSMat.h (apply_Hv(...)) HOT 2
- More Thuente line search can find proper step HOT 10
- Line Search failed using LBFGS for optimisation of chemical structures HOT 12
- Why the stop criteria is like Gradient Norm< epsilon_relative * x.norm() HOT 9
- `dg_hi` set but never used warning in LBFGSpp/LineSearchNocedalWright.h ? HOT 1
- Some compiler warnings. HOT 1
- How about support auto-diff for computing the gradient
- linesearch fails
- Is there an issue with your cauchy points finding step? HOT 5
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