CrabNet VS Perceiver

Compare CrabNet vs Perceiver and see what are their differences.

CrabNet

Predict materials properties using only the composition information! (by anthony-wang)
predict-materials-properties neural-networks materials-informatics Machine Learning Pytorch materials-science materials-screening scikit-learn attention-mechanism attention self-attention Transformer
Source Code
doi.org
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Perceiver

Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow (by Rishit-dagli)
Deep Learning Artificial intelligence neural-network Transformers attention-mechanism Python Tensorflow attention Transformer Machine Learning
Source Code
rishit-dagli.github.io
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CrabNet Perceiver
1 7
81 85
- -
3.7 2.6
about 1 year ago about 3 years ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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CrabNet

Posts with mentions or reviews of CrabNet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-15.
  • Artificial intelligence can revolutionise science
    2 projects | news.ycombinator.com | 15 Sep 2023
    I don't know. As for "literature-based discovery," this project/paper sounded like a pretty big deal when it came out a few years ago: https://github.com/materialsintelligence/mat2vec . And I see this thing came out more recently: https://github.com/anthony-wang/CrabNet .

    Of course not all fields lend themselves as well to this as does materials science.

Perceiver

Posts with mentions or reviews of Perceiver. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-15.