研究人员开发了开源Python框架Scikit-NeuroMSI，解决了多感官整合(MSI)领域缺乏统一计算工具的问题。该框架整合了贝叶斯因果推断(Kording et al., 2007)和神经网络模型(Cuppini et al., 2017)，首次实现跨层次分析时空因果推断，为精神疾病(如ASD、SCZ)的感官标记物研究提供新 ...

Scikits are Python-based scientific toolboxes built around SciPy, the Python library for scientific computing. Scikit-learn is an open source project focused on machine learning: classification, ...

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Dr. James McCaffrey of Microsoft Research says the main advantage of scikit is that it's easy to use (even though most classes have many constructor parameters). Logistic regression is a machine ...

Dr. James McCaffrey of Microsoft Research uses a full-code, step-by-step demo to predict the species of a wheat seed based on seven predictor variables such as seed length, width and perimeter. The ...

Late last year, my colleagues on the Social Science team were working on a new survey weighting scheme that would greatly improve the precision of our public opinion data. To make it work, they needed ...