fwilliams / fml Goto Github PK
View Code? Open in Web Editor NEWFML (Francis' Machine-Learnin' Library) - A collection of utilities for machine learning tasks
License: MIT License
FML (Francis' Machine-Learnin' Library) - A collection of utilities for machine learning tasks
License: MIT License
hi @fwilliams,
in recent pytorch versions it has been introduced torch.logsumexp
which I think that could be used to replace stabilized_log_sum_exp
in your implementation of the sinkhorn algorithm.
found this throw: https://github.com/magicleap/SuperGluePretrainedNetwork/blob/master/models/superglue.py#L143-L172
hi @fwilliams nice lib ! :)
I have a couple of questions about the sinkhorn algorithm you have implemented:
1- Do you have any paper reference about the original algorithm?
2- The a, b dirac weights shouldn't be 1/num_samples ? Instead in your examples you initialize to ones, and in practice I have found that with other values the algorithm doesn't converge properly.
Thanks,
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.