R in Java - Performance and Implementation Challenges

R in Java - Performance and Implementation Challenges

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R in Java - Performance and Implementation Challenges

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  1. 1 Introduction
  2. 2 Why R
  3. 3 What is R
  4. 4 History of R
  5. 5 Summary of R
  6. 6 Why bother
  7. 7 Performance
  8. 8 Memory Allocation
  9. 9 Bioconductor
  10. 10 Takeaway
  11. 11 R Vector Language
  12. 12 assert
  13. 13 programs
  14. 14 assignment laziness
  15. 15 statistical languages
  16. 16 referential transparency
  17. 17 unique references
  18. 18 copy
  19. 19 super assignment
  20. 20 sideeffects
  21. 21 object systems
  22. 22 memory hog
  23. 23 Java
  24. 24 Why Java
  25. 25 Rough approach
  26. 26 Benchmarks
  27. 27 Abstract Syntax Tree Interpreter
  28. 28 Specialization
  29. 29 Code
  30. 30 Data Types
  31. 31 Views
  32. 32 Delight
  33. 33 Examples
  34. 34 Conclusion

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