Good exploratory data analysis combined with relevant data visualization is essential for pinpointing the right direction to take. (more…)

This blog post is my attempt to give an overview of the sub-field of machine learning interpretability. I do not intend for this post to be necessarily comprehensive, but my goal is to review conceptual frameworks, existing research, and future directions... (more…)

Attention is the important ability to flexibly control limited computational resources. It has been studied in conjunction with many other topics in neuroscience and psychology including awareness, vigilance, saliency, executive control, and learning. It ... (more…)

Let's take a look at a ML example using php and its php-ai/php-ml library in connection with GridDB, a database supporting the needs of machine learning. (more…)

Supercharged hardware will speed up deep learning in everything from tiny devices to massive data centers...