Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line ...

Abstract: Even with the growth of computer science and availability of new areas of specialization, the problem of building compilers continues to be a core subject and offered at many universities ...

There has been a recent flurry of interest in providing query capability on raw data in today’s big data systems. These raw data must be parsed before processing or use in analytics. Thus, a ...

The JSON data is structured to be somewhat more human readable. However in most cases, JSON data is stored in a single line, even without a line ending character. Obviously that's not very convenient ...