It's a light-weight pandas -based machine learning framework pluggable with existing python machine learning and statistics tools (scikit-learn, rpy2, etc.). Ramp provides a simple, declarative syntax ...

The starting point of this article is to find a suitable method of salary prediction to find a job. Firstly, this paper will introduce the content and usage of different regression models in machine ...

In machine learning, there has long been a trade-off between accuracy and explainability. This drawback has led to the creation of explainable ML libraries such as Shap and Lime which make estimations ...

Google Colab is a really handy tool for anyone working with machine learning and data stuff. It’s free, it runs in the cloud, and it lets you use Python without a lot of fuss. Whether you’re just ...

Programming language source code vulnerability mining is crucial to improving the security of software systems, but current research is mostly focused on the C language field, with little attention ...

Hand, D.J. (2009) Measuring Classifier Performance A Coherent Alternative to the Area under the ROC Curve. Machine Learning, 77, 103-123.