Add --numCPUs option to run_benchmark.py; Update README with new AMI info
Remove innacurate chunk of doc strings from confusion_matrix.py
Rename all mentions of CLA to Grok; Rename EtsySkyline to just Skyline; Make detector signatures the same
Additional renaming and fixes for unifying detector signatures
Remove min/max command line options. These are now handled by AnomalyDetector constructor and should not be passed in
Remove unused imports from run_anomaly.py
Thresholds are now defined in detector classes which must return them from getThreshold(); run_anomaly.py now generates two outputs per input, an alerts log (for scoring) and the raw anomaly scores file (for optimization, which is now optional); analyze_results.py now works only with alert log files
Create separate analyze (scoring) and optimize (research) scripts. Move some of the duplicate logic to a helpers.py file
Merge pull request #4 from numenta/revision

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