Without human intervention, data sets generated by A.I. for A.I. to learn from only amplify bias. (more…)

Compute, data, and algorithmic advances are the three fundamental factors that guide the progress of modern Machine Learning (ML). In this paper we study trends in the most readily quantified factor - compute. We show that before 2010 training compute gre... (more…)

List of papers studying machine learning through the lens of category theory - GitHub - bgavran/Category_Theory_Machine_Learning: List of papers studying machine learning through the lens of catego... (more…)

Provide a SmartExplainer class to understand your model and summarize explanation with a simple syntax (more…)

Colab is one of my favourite machine learning tools and quite possibly the most useful online-based tool for democratizing Machine Learning currently in existence. It is used by many to share research, working models, ideas. It is a reproducible environme... (more…)