A recent blog post by the OpenML community called “Finding a standard dataset format for machine learning” outlines a set of data format… (more…)

AutoTiKV is a machine-learning-based tuning tool that helps decrease tuning costs and make life easier for DBAs. This post shows AutoTiKV's design, its machine learning model, and the automatic tuning workflow. (more…)

First of all, a short disclaimer: I’m not an expert in machine learning at all. In fact I’m in a rather early stage of the learning process, have basic knowledge and this project is kind of my first… (more…)

Transparent machine learning is a research proposal that would enable machine learning to produce source code in typical programming languages that humans ca... (more…)

Learning machine learning and deep learning is difficult for newbies. As well as deep learning libraries are difficult to understand. I am… (more…)