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Tools and Resources
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Resources
Heliophysics Specific
Machine Learning in Heliophysics (M. Bobra, J. Mason, et al.)
Python in Heliophysics Community
Addressing Data Bias
Tackling Different Types of Bias in Data Projects
Explainable and Interpretable ML
Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead (
Rudin)
Ethical AI
NASA Framework for the Ethical Use of Artificial Intelligence (AI)
Cautionary Tales