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@MaterialsInformaticsDemo

Materials Informatics

the code demo for book : An Introduction to Materials Informatics, managed by @Bin-Cao

Materials Informatics Demo

Hello everyone! 👋

Welcome to Materials Informatics Demo, an open-source organization created to support the textbook series An Introduction to Materials Informatics by Prof. Tong-Yi Zhang.

Our mission is to make materials informatics more accessible through open-source code, datasets, tutorials, and educational resources. The repositories in this organization are intended to complement the books and help students, researchers, and educators better understand the concepts through hands-on examples.

We warmly welcome contributions from the community. If you find bugs, mistakes, or have suggestions for improving the code or educational materials, please feel free to open an issue or submit a pull request. Your feedback helps us continuously improve the quality of these resources.

Together, we hope to build an open, reliable, and practical learning platform for the materials informatics community.

The Elements of Machine Learning

The Elements of Machine Learning

Advanced Machine Learning

Advanced Machine Learning


⭐ Star History

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  1. DAN DAN Public

    Learning Transferable Features with Deep Adaptation Networks

    Python 12 1

  2. TCA TCA Public

    Domain Adaptation via Transfer Component Analysis

    Jupyter Notebook 16 1

  3. MK-MMD MK-MMD Public

    multi-kernel maximum mean discrepancy

    Jupyter Notebook 9 2

  4. FrustratinglyEasyDomainAdaptation FrustratinglyEasyDomainAdaptation Public

    Frustratingly Easy Domain Adaptation by Hal Daume ́ III

    Jupyter Notebook 2

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