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View Code? Open in Web Editor NEWA curated list of automated machine learning papers, articles, tutorials, slides and projects
License: Apache License 2.0
A curated list of automated machine learning papers, articles, tutorials, slides and projects
License: Apache License 2.0
Hi!
I think it will be good if this papers appear in your repository!
PROXYLESSNAS: DIRECT NEURAL ARCHITECTURE
SEARCH ON TARGET TASK AND HARDWARE
Thank you for taking the effort to maintain an updated list. Wish there was such a repo for other topics in ML too!
Have you looked at FAR-HO (https://github.com/lucfra/FAR-HO)? Its a gradient based algorithm - it'd be nice to have a section for gradient based algos.
Thank you again - hope you keep updating this list :)
<> should be in the list, I think :)
Bert-Sort refers to BERT-Sort: A Zero-shot MLM Semantic Encoder on Ordinal Features for AutoML, proposed by Mehdi Bahrami, et al.
I think it is a method for feature encoding, which is belong to Feature Engineering instead of Automated Feature Engineering. I guess that you put this paper under the Automated Feature Engineering because of the paper's title. It may be a mistake.
Towards modular and programmable architecture search
Paper: https://arxiv.org/abs/1909.13404
Code: https://github.com/negrinho/deep_architect
Documentation: https://deep-architect.readthedocs.io/en/latest/
Techically, this is still DeepArchitect (but the old repo was renamed and now its here). This work extends the ideas in the original paper. The implementation is much more mature and supports arbitrary deep learning frameworks. We will maintain it and extend it going forward.
Thank you
NNI is an Microsoft Research open source AutoML toolkit for neural architecture search and hyper-parameter tuning, worthwhile for adding it into the project list:
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.