{"id":24902,"date":"2018-09-16T08:00:13","date_gmt":"2018-09-16T03:30:13","guid":{"rendered":"https:\/\/www.apk.co.ir\/news-center\/?p=5310"},"modified":"2018-09-16T08:00:13","modified_gmt":"2018-09-16T03:30:13","slug":"introducing-the-splunk-machine-learning-toolkit-version-3-4","status":"publish","type":"manual_kb","link":"https:\/\/www.apk.co.ir\/kb\/introducing-the-splunk-machine-learning-toolkit-version-3-4\/","title":{"rendered":"\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0646\u0633\u062e\u0647 \u062c\u062f\u06cc\u062f Splunk Machine Learning Toolkit"},"content":{"rendered":"

\u0628\u0647 \u062a\u0627\u0632\u06af\u06cc \u0646\u0633\u062e\u0647\u200c\u06cc \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0634\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 Splunk Machine Learning Toolkit<\/a> \u06cc\u0627 \u0628\u0647 \u0627\u062e\u062a\u0635\u0627\u0631 Splunk MLTK \u0646\u0633\u062e\u0647\u200c\u06cc 3.4 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0628\u0647 Library\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u062a\u0627\u0632\u0647 \u062f\u0631 Experiment Management Framework\u060c \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc (Visualization) \u0648 \u0628\u0631\u0627\u06cc \u0646\u062e\u0633\u062a\u06cc\u0646 \u0628\u0627\u0631\u060c \u0645\u0639\u0631\u0641\u06cc \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Neural Network \u0645\u06cc\u200c\u0628\u0627\u0634\u062f. \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f \u0634\u062f\u0647 \u0647\u0645\u06af\u06cc \u0628\u0631 \u067e\u0627\u06cc\u0647\u200c\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u06cc\u0646 MLTK <\/a>\u0646\u0633\u062e\u0647 3.3 \u06a9\u0647 \u062f\u0631 \u0627\u0648\u0627\u06cc\u0644 \u0633\u0627\u0644 2018 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0628\u0648\u062f\u060c \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n

\u0645\u0648\u0627\u0631\u062f \u0630\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc MLTK 3.4 \u0645\u06cc\u200c\u0628\u0627\u0634\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u200c \u0645\u0648\u0631\u062f \u0628\u0631\u0631\u0633\u06cc \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f:<\/p>\n

    \n
  1. (Python for Scientific Computing<\/a> (PSC \u0646\u0633\u062e\u0647 3<\/li>\n
  2. (Experiment Management Framework (EMF: \u0627\u0646\u062a\u0634\u0627\u0631<\/li>\n
  3. \u06af\u0632\u06cc\u0646\u0647\u200c\u06cc \u062c\u062f\u06cc\u062f \u062a\u0635\u0648\u06cc\u0631\u0633\u0627\u0632\u06cc : Box Plot<\/li>\n
  4. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Neural Network: MLP Classifier<\/li>\n<\/ol>\n

    \u0628\u0627 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc Python for Scientific Computing \u06cc\u0627 PSC \u0646\u0633\u062e\u0647 1.3\u060c Library\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0647\u0645\u0686\u0648\u0646 Numpy\u060c Pandas\u060c Scikit-Learn\u060c Statsmodels\u060c Scipy \u0648 \u063a\u06cc\u0631\u0647 \u0628\u0631\u0648\u0632\u200c\u0631\u0633\u0627\u0646\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n

    \"\u0622\u0634\u0646\u0627\u06cc\u06cc<\/p>\n

    \u0634\u0631\u062d \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc <\/strong>PSC<\/strong> \u0646\u0633\u062e\u0647 <\/strong>1.3<\/strong> \u062f\u0631 <\/strong>MLTK 3.4<\/strong>+ <\/strong><\/p>\n

    \u0627\u06cc\u0646 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc Library\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f MLTK \u0631\u0627 \u0647\u0645\u0686\u0648\u0646 Multi-Layer Perceptron Classifier<\/a> \u0628\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0645\u062d\u062a\u0648\u0627\u06cc \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 ML-SPL API<\/a>\u060c \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u062f. \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u062a\u0627\u0632\u0647\u200c\u0627\u06cc \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u200c\u06cc \u0627\u06cc\u0646 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627 \u062f\u0631 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647\u200c\u06cc MLTK \u062f\u0631 Conf18\u060c \u0646\u0647\u0645\u06cc\u0646 \u06a9\u0646\u0641\u0631\u0627\u0646\u0633 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0633\u0627\u0644\u0627\u0646\u0647 \u06a9\u0645\u067e\u0627\u0646\u06cc Splunk \u0648 \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc\u060c \u0631\u0648\u0646\u0645\u0627\u06cc\u06cc \u062e\u0648\u0627\u0647\u0646\u062f \u0634\u062f.\u00a0\u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc MLTK 3.4+ \u0628\u0627\u06cc\u062f \u062f\u0627\u0631\u0627\u06cc\u00a0 PSC 1.3 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n

    \u0628\u0631\u0631\u0633\u06cc \u0627\u0631\u062a\u0642\u0627\u06cc Experiment Management Framework Continues \u062f\u0631 Splunk MLTK<\/h3>\n

    \u0628\u0627 \u0628\u0647\u0631\u0647\u200c\u0645\u0646\u062f\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0627\u0632\u0647\u200c\u06cc \u0627\u0646\u062a\u0634\u0627\u0631\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u0646\u062f \u0628\u0648\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 Experiment Management Framework \u06cc\u0627 \u0628\u0647 \u0627\u062e\u062a\u0635\u0627\u0631 EMF \u062f\u0631 App Context \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc Splunk IT Service Intelligence<\/a>\u060c Splunk Essentials \u06cc\u0627 \u0647\u0631 \u0631\u0627\u0647\u06a9\u0627\u0631 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 SPL \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u0628\u0631 \u0631\u0648\u06cc Splunk Enterprise<\/a> \u0645\u0648\u062c\u0648\u062f \u0628\u0627\u0634\u062f\u060c \u0645\u0646\u062a\u0634\u0631 \u0646\u0645\u0627\u06cc\u0646\u062f.<\/p>\n

    \"\u0622\u0634\u0646\u0627\u06cc\u06cc<\/p>\n

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    \u06af\u0632\u06cc\u0646\u0647\u200c\u06cc Visualization \u062a\u0627\u0632\u0647\u200c\u0627\u06cc \u0628\u0627 \u0646\u0627\u0645 Box Plot \u0627\u0636\u0627\u0641\u0647 \u06af\u0631\u062f\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n

    \"\u0622\u0634\u0646\u0627\u06cc\u06cc<\/p>\n

    Box Plot \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631\u0633\u0627\u0632\u06cc (Visualization) \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0648 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0633\u0631\u06cc\u0639 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc Probability Density \u062f\u0631 \u062c\u0647\u062a \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u062f\u0631\u06a9 \u062f\u0631\u0633\u062a\u06cc \u0627\u0632 Static Profile \u06cc\u06a9 \u06af\u0631\u0648\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u0628\u0627\u0634\u062f. \u0647\u0631 \u0632\u0645\u0627\u0646 \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0627\u0632 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u0631 \u062f\u0631 Splunk \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u0627\u06cc\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0632 Box Plot \u062c\u0647\u062a \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0647\u0631\u0647 \u0628\u0628\u0631\u062f. \u062f\u0631 \u0645\u062b\u0627\u0644 \u0630\u06cc\u0644 \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u0628\u0631\u0631\u0633\u06cc \u062a\u0631\u0627\u06a9\u0645 \u062a\u0645\u0627\u0633\u200c\u0647\u0627 \u062f\u0631 \u0633\u0627\u0639\u062a \u0648 \u0637\u06cc \u0647\u0631 \u0631\u0648\u0632 \u0647\u0641\u062a\u0647 \u062f\u0631 \u06cc\u06a9 \u062f\u0648\u0631\u0647\u200c\u06cc \u067e\u0646\u062c \u0647\u0641\u062a\u0647\u200c\u0627\u06cc \u0647\u0633\u062a\u06cc\u0645. \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f \u062a\u0645\u0627\u0633\u200c\u0647\u0627 \u062f\u0631 \u0647\u0631 \u0631\u0648\u0632 \u0647\u0641\u062a\u0647 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u062f\u0627\u0631\u062f\u060c \u0648\u0644\u06cc \u0628\u0631\u062e\u06cc \u0627\u0632 \u0631\u0648\u0632\u0647\u0627 \u0645\u0627\u0646\u0646\u062f \u0633\u0647\u200c\u0634\u0646\u0628\u0647\u060c \u0686\u0647\u0627\u0631\u0634\u0646\u0628\u0647\u060c \u062c\u0645\u0639\u0647 \u0648 \u0634\u0646\u0628\u0647 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc \u0645\u0634\u0627\u0628\u0647\u06cc \u062f\u0627\u0631\u0646\u062f \u0648 \u0631\u0648\u0632 \u067e\u0646\u062c\u200c\u0634\u0646\u0628\u0647 \u0646\u06cc\u0632 \u0645\u0634\u0627\u0628\u0647 \u0627\u0633\u062a \u0648\u0644\u06cc \u0627\u0646\u062f\u06a9\u06cc \u062a\u0641\u0627\u0648\u062a \u062f\u0627\u0631\u062f. \u062f\u0648\u0634\u0646\u0628\u0647 \u0648 \u06cc\u06a9\u0634\u0646\u0628\u0647 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0645\u062a\u0641\u0627\u0648\u062a \u0647\u0633\u062a\u0646\u062f \u0628\u0627 \u062f\u06cc\u06af\u0631 \u0631\u0648\u0632\u0647\u0627\u06cc \u0647\u0641\u062a\u0647 \u0646\u06cc\u0632 \u062a\u0641\u0627\u0648\u062a \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0627\u0631\u0646\u062f!<\/p>\n

    \"\u0622\u0634\u0646\u0627\u06cc\u06cc<\/p>\n

    \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 <\/strong>Neural Network<\/strong><\/h3>\n

    Multi-Layer Perceptron Classifier \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627\u0632\u0628\u06cc\u0646\u06cc\u200c\u0634\u062f\u0647 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06cc\u06a9 Forward Feed Neural Network<\/a> \u0645\u06cc\u200c\u0628\u0627\u0634\u062f.<\/p>\n

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    \"\u0622\u0634\u0646\u0627\u06cc\u06cc<\/p>\n

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