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ASReview

ASReview - Active learning for Systematic Reviews

Welcome to the ASReview Universe 👋


Used by thousands of researchers and experts around the world 🌐


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First things first, welcome to the ASReview Universe 🪐. The ASReview Universe consists of many many things, but on the whole, it is a research project conducted at Utrecht University. It uses state-of-the-art active learning techniques to solve one of the most interesting challenges in screening large amounts of text: there’s not enough time to read everything! Part of the universe is ASReview LAB, free and open source software for screening large amounts of textual data in a smarter way 🤓.

👐 Open Source

The best part about ASReview LAB? It is completely free, installed locally, and open source:

Open source means:

  • From fixing spelling mistakes to implementing your ideas, anybody can contribute to the project!
  • You can dive into the history and see where ASReview started (but you have to go back a long while 🕵️).
  • There is no black-box anymore ⬛, everything is transparent 👓.

Since we are talking about open source and free software anyway ☝️, please consider giving ASReview a star ⭐ on GitHub. Donations 💛 make sure that the software remains freely available to everyone, please help to keep it that way.

🗺️ A roadmap to all that is ASReview

To help you on your way to find the information you are looking for, take a look below:

It is important to keep up-to-date with the latest release of ASReview LAB. The software is developing at a mind-blowing 🤯 rate, so you really don't want to miss out! Want to get notified when a new release is available? Sign up for the newsletter 📰!

🖋️ How to cite ASReview!
    If you are using ASReview, please also make sure to refer to the software and/or the project! ✔️ For the project you can cite this publication in Nature Machine Intelligence :
    van de Schoot, R., de Bruin, J., Schram, R. et al. 
    An open source machine learning framework for efficient and transparent systematic reviews. 
    Nat Mach Intell 3, 125–133 (2021). https://doi.org/10.1038/s42256-020-00287-7
    

    For citing the software, please refer to the specific release of the ASReview software on Zenodo. The menu on the right can be used to find the citation format you need 👍.

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  1. asreview asreview Public

    Active learning for systematic reviews

    Python 655 122

  2. synergy-dataset synergy-dataset Public

    SYNERGY - Open machine learning dataset on study selection in systematic reviews

    Python 68 28

  3. asreview-insights asreview-insights Public

    Tools such as plots and metrics to analyze (simulated) reviews for ASReview LAB

    Python 28 13

  4. asreview-datatools asreview-datatools Public

    Tool to preprocess datasets for ASReview

    Python 19 13

  5. template-extension-new-model template-extension-new-model Public template

    Template repository to extend ASReview with a new model easily.

    Python 17 1

  6. asreview-makita asreview-makita Public

    Workflow generator for simulation studies using the command line interface of ASReview LAB

    Python 31 17

Repositories

Showing 10 of 33 repositories
  • asreview-makita Public

    Workflow generator for simulation studies using the command line interface of ASReview LAB

    asreview/asreview-makita’s past year of commit activity
    Python 31 MIT 17 2 2 Updated Dec 24, 2024
  • asreview Public

    Active learning for systematic reviews

    asreview/asreview’s past year of commit activity
    Python 655 Apache-2.0 122 42 (10 issues need help) 3 Updated Dec 23, 2024
  • synergy-dataset Public

    SYNERGY - Open machine learning dataset on study selection in systematic reviews

    asreview/synergy-dataset’s past year of commit activity
    Python 68 CC0-1.0 28 7 (1 issue needs help) 0 Updated Dec 23, 2024
  • asreview-optuna Public

    Optimization for ASReview models using the optuna package.

    asreview/asreview-optuna’s past year of commit activity
    Python 1 MIT 0 2 0 Updated Dec 20, 2024
  • asreview-multilingual-feature-extractor Public

    A model extension for ASReview. ASReview multilingual feature extractor is a feature extractor based on distiluse-base-multilingual-cased-v1.

    asreview/asreview-multilingual-feature-extractor’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Dec 16, 2024
  • asreview-artwork Public

    Artwork for the ASReview project

    asreview/asreview-artwork’s past year of commit activity
    HTML 13 9 0 3 Updated Dec 13, 2024
  • asreview-server-stack Public

    Docker compose for setting up ASReview server with authentication

    asreview/asreview-server-stack’s past year of commit activity
    3 MIT 1 0 0 Updated Dec 11, 2024
  • asreview-insights Public

    Tools such as plots and metrics to analyze (simulated) reviews for ASReview LAB

    asreview/asreview-insights’s past year of commit activity
    Python 28 Apache-2.0 13 5 (1 issue needs help) 2 Updated Oct 31, 2024
  • asreview-academy Public

    This repository contains open teaching materials on using ASReview

    asreview/asreview-academy’s past year of commit activity
    CSS 13 CC-BY-4.0 11 1 0 Updated Oct 8, 2024
  • asreview-datatools Public

    Tool to preprocess datasets for ASReview

    asreview/asreview-datatools’s past year of commit activity
    Python 19 MIT 13 6 (1 issue needs help) 0 Updated Aug 29, 2024