Numenta Visiting Research Scientist Vincenzo Lomonaco, Postdoctoral Researcher at the University of Bologna, gives a machine learner's perspective of HTM (Hierarchical Temporal Memory). He covers the key machine learning components of the HTM algorithm an... (more…)

Machine learning offers a fantastically powerful toolkit for building complex systems quickly. This paper argues that it is dangerous to think of these quick wins as coming for free. Using the framework of technical debt, we note that it is remarkably eas... (more…)

How to Normalize or Standardize distribution in Machine Learning. (more…)

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

GitHub is where people build software. More than 83 million people use GitHub to discover, fork, and contribute to over 200 million projects. (more…)