fishjord / devnet

Development Network with input pattern classification rejection.

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Jordan & Lisa's development network implementation with rejection option for novel patterns.

All source code is in the src/ directory.  The program is implemented in Python (using python 2.7) and makes use of numpy's vector math functions.  The roc curve generation code also makes use of matplotlib.

src/
  main.py - main program (same as hw3, with two new options to set the rthresh and max bad dimensions ratio options)
  dn.py - main dev network code and classes
  dn_utils.py - helper functions and constants for the dev network
scripts/
  Utility scripts for interacting with input and output from the main DN
paper/
  Paper submitted to IJCNN '13
sandbox/
  various scripts with a single minded purpose, not heavily tested

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Development Network with input pattern classification rejection.


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