thinkingforms / vlml Goto Github PK

If all the demos and modules are kept here and ship with the library, it might mean that this repo gets filled up with stuff that isn't really suitable. So a demo repo, like a Model Zoo might be the way to go. It may have also be where helpful utilities go too? Or should they go in another tools repo (for dataset downloading, preparing datasets, special deep learning networks and functions, general extensions repo?

This project needs demos o people can understand how to use this library.

There was a lot of hacking around to get it working, but now that it is, it could do with some serious refactoring to make it easy to update and borrow from in later projects. Its like a jungle in there...

Might be an issue with double calls on 'get_next_minibatch' for multiple batch sources. More checks needed

There are some known breaking changes I will need to clear out, namely Script regions used on occasion, a some unknown issues that will relate to the compiler. Its currently unknown how this behave will be changed but I hope it won't be too difficult.

Hi YanYas,
first thanks a lot for creating VLML! That´s exactly what I was dreaming of!

Unfortunately on Win10 with VVVV gamma 2019.2 0169 with the current VLML on nuget the Convnet Layers are having 2 errors, Creating and Updating is having an issue. Is there a way to solve it or is there any current VVVV version VLML works best?

Thx in advance!
All the best,
Emanuel

GPU is unseen by CNTK 2.7.0. Fix may be in the later builds, but for now, will roll back to 2.6.0.

Its a slightly tricky subject but there has been some progress I'll report back on. Microsoft should have some too.

This is a toughy. The subject is pretty dense but there is a lot of literature out there that I can link people to (as suggested by @tebjan) but they will need some introduction to the concepts without going needing to go too deep. Deep enough to know how to get something done, or experiment with the possibilities, but not so much that they think they will be making Skynet by the weekend.

I made a quite an effort getting quite a lot of the nodes documented, but It would be cool if I could have a central repository where all of those summaries and remarks could be seen on a wiki page in order of category and name.

I'm also working on some examples that break down how the framework generally works as a system whilst still trying to avoid getting my hands too dirty with theory.

Thoughts welcome

Need to finish the high-level module you have for training image classification.

The LSTM was first produced using scripts because it is complicated to create with nodes. The removal of scripts in Gamma means they will have to be replaced with nodes again or a plugin needs to be written to re-implement it.