Welcome to Hist4j!
Hist4j is an opensource histogram library for Java that accepts large datasets with any distribution or range with a very small memory footprint, needs no pre- or post-processing, and provides several statistical functions.
Features
- It adapts to any data distribution, keeping a more or less constant resolution throughout the data range by increasing the resolution where the data is more dense.
- It can process large amounts of data with a very small memory footprint.
- It doesn't need pre- or post-processing to deliver statistics about the data seen so far.
The following statistics are currently available
- The cumulative density function for a given data point.
- The data point that splits the data set at a given percentile.