bertinetto / r2d2 Goto Github PK
View Code? Open in Web Editor NEW[ICLR'19] Meta-learning with differentiable closed-form solvers
Home Page: http://www.robots.ox.ac.uk/~luca/r2d2.html
License: MIT License
[ICLR'19] Meta-learning with differentiable closed-form solvers
Home Page: http://www.robots.ox.ac.uk/~luca/r2d2.html
License: MIT License
When I run the ‘scripts/train/experiments.sh’ command, I get a ‘no run_train.py’ or 'No module named 'fewshots'' problem. Is it wrong with me running the directory? Or is it a directory structure problem with the code?
Hi luca,
I set up the repo like that in readme.But when I goes to "Install the repo package: pip install -e .", my terminal says"-e option requires 1 argument". What does this mean?
Dear author, I have seen the overlapping part of multiple value intervals in the paper, but I don't quite understand what this means. Could you please explain it?
Hi, thank you so much for sharing the code!
The links for downloading miniImagenet and Omniglot are invalid (not the official ones).
Espicially for the miniImage one, how am I supposed to get the data as well as the txt files?
Thanks!
Thank you for your published code, it seems that the code does not contain the SGD learning part of CNN, alpha, beta and lambda. Could you talk about the implementation or release those operations? Thank you!
Hi,
I am trying to run:
expm_folder=mini_lrd2_iter1
python run_train.py --data.cuda True --log.exp_dir $expm_folder --data.dataset miniimagenet --data.way 10 --data.test_way 5 --model.drop 0.1 --data.batch_size 200 --model.groupnorm False --train.learning$
And get the following error:
RuntimeError: expand(torch.cuda.FloatTensor{[140, 1]}, size=[140]): the number of sizes provided (1) must be greater or equal to the number of dimensions in the tensor (2)
Hi, thank you for sharing these well-written codes!
When I ran experiments with default setting on CIFAR-FS dataset, I notice quite large performance gaps compared to the results reported in the paper (near 4% for both 5-shot and 1-shot configurations). For the default setting, I mean the setting described in scripts/train/conf/fewshots.yaml
I checked the setting described in the paper I think it's consistent with the default setting in the repo. If the default setting is not the optimal, could you provide the optimal settings for the three datasets?
Best regards
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.