Giter Club home page Giter Club logo

metadelta's Introduction

MetaDelta++: Improve Generalization of Few-shot System Through Multi-Scale Pretrained Models and Improved Training Strategies

News!

  • Serve as a baseline adopted for the Cross-Domain MetaDL competition!
  • We've removed all the multiprocessing and uncessary parts to make the logic nice and clean. For the full version, you can refer to the branch neurips2021 or aaai2021.

Requirements

Please follow the official website to set-up environments.

Run the code under competition setting

Please follow the official website to run the codes.
For example, cd to the folder of the cd-metadl, and run the following command:

cd path/to/cd-metadl
python -m cdmetadl.run --input_data_dir=public_data --submission_dir=path/to/this/folder --output_dir_ingestion=ingestion_output --output_dir_scoring=scoring_output --verbose=False --overwrite_previous_results=True --test_tasks_per_dataset=10

Remember to replace the path/to/cd-metadl and path/to/this/folder to your settings.

@AutoMLGroup/Meta_Learners

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.