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data diary

Java Data Science Setup

Shahriar Haque

Here are the libraries I commonly use for Java Data Science projects:

Data Import

  • Apache Commons CSV - CSV Parsing
  • Apache PDFBox - PDF Parsing
  • Apache POI - Excel and Word Document Parsing
  • Google GSON - JSON Parsing
  • JSoup - HTML Parsing
  • Tess4J - Optical Character Recognition

Analytics

  • Apache Commons Math - Math & Statistics
  • Apache Commons Text - Text Manipulation
  • JAMA - Matrix & Linear Algebra
  • JScience - Unit of Measures for different areas of Science
  • JSAT - Statistics
  • ND4J - N- Dimensional Arrays

Visualization

  • JFreechart - 2D Charts
  • Jzy3D - 3D Charts

Machine Learning

  • SMILE - Machine Learning Suite
  • WEKA - Machine Learning Suite
  • Encog - Machine Learning Suite
  • Deeplearning4J - Deep Learning ANN
  • Neuroph - Neural Network
  • Jenetics - Genetic Algorithm
  • Apache OpenNLP - Natural Language Processing
  • Symbolic Regression - GA Powered Symbolic Solver