{"id":16714,"date":"2024-01-30T13:12:12","date_gmt":"2024-01-30T09:42:12","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/"},"modified":"2024-01-30T13:12:12","modified_gmt":"2024-01-30T09:42:12","slug":"%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/","title":{"rendered":"\u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%85%d8%b9%d8%b1%d9%81%db%8c\" >\u0645\u0639\u0631\u0641\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%85%d8%ad%d8%a8%d9%88%d8%a8_%d8%aa%d8%b1%db%8c%d9%86_%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87_%d9%87%d8%a7\" >\u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#tensorflow\" >TensorFlow<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#scikit-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c\" >scikit-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%aa%db%8c%d8%a7%d9%86%d9%88\" >\u062a\u06cc\u0627\u0646\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#pylearn2\" >Pylearn2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%be%db%8c%d9%88%d9%88%d9%84%d9%88\" >\u067e\u06cc\u0648\u0648\u0644\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#nupic\" >NuPIC<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%a7%d9%84%da%af%d9%88\" >\u0627\u0644\u06af\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%da%a9%d8%a7%d9%81%d9%87\" >\u06a9\u0627\u0641\u0647<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%b3%d8%a7%db%8c%d8%b1_%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87_%d9%87%d8%a7%db%8c_%d9%82%d8%a7%d8%a8%d9%84_%d8%aa%d9%88%d8%ac%d9%87\" >\u0633\u0627\u06cc\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#nilearn\" >Nilearn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%85%d8%af%d9%84_%d9%87%d8%a7%db%8c_%d8%a2%d9%85%d8%a7%d8%b1%db%8c\" >\u0645\u062f\u0644 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#pybrain_%d8%ba%db%8c%d8%b1_%d9%81%d8%b9%d8%a7%d9%84\" >PyBrain (\u063a\u06cc\u0631 \u0641\u0639\u0627\u0644)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%b3%d9%88%d8%ae%d8%aa\" >\u0633\u0648\u062e\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%a8%d8%a7%d8%a8\" >\u0628\u0627\u0628<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#skdata\" >skdata<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%b4%db%8c%d8%b1\" >\u0634\u06cc\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#iepy\" >IEPY<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%be%d8%b1%d8%b3_%d9%88_%d8%ac%d9%88\" >\u067e\u0631\u0633 \u0648 \u062c\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%87%d8%a8%d9%84\" >\u0647\u0628\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#mlxtend\" >mlxtend<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%a8%d8%af%d9%88%d9%86_%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c\" >\u0628\u062f\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%b3%d8%b7%d8%ad_%d8%b4%db%8c%d8%a8_%d8%af%d8%a7%d8%b1\" >\u0633\u0637\u062d \u0634\u06cc\u0628 \u062f\u0627\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%88%db%8c%da%98%da%af%db%8c_forge\" >\u0648\u06cc\u0698\u06af\u06cc Forge<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%87%d8%b1%d8%b2%d9%87\" >\u0647\u0631\u0632\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#python-elm\" >Python-ELM<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#pythonxy\" >PythonXY<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#xcs\" >XCS<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#pyml\" >PyML<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#mlpy_%d8%ba%db%8c%d8%b1_%d9%81%d8%b9%d8%a7%d9%84\" >MLPY (\u063a\u06cc\u0631 \u0641\u0639\u0627\u0644)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%86%d8%a7%d8%b1%d9%86%d8%ac%db%8c\" >\u0646\u0627\u0631\u0646\u062c\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%85%d9%88%d9%86%d8%aa\" >\u0645\u0648\u0646\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#pymvpa\" >PYMVPA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#mdp_%d8%ba%db%8c%d8%b1_%d9%81%d8%b9%d8%a7%d9%84\" >MDP (\u063a\u06cc\u0631 \u0641\u0639\u0627\u0644)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%b4%d9%88%da%af%d9%88%d9%86\" >\u0634\u0648\u06af\u0648\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#pymc\" >PyMC<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%ac%d9%86%d8%b3%db%8c%d9%85\" >\u062c\u0646\u0633\u06cc\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%a2%d8%b2%d9%85%d8%a7%db%8c%d8%b4%da%af%d8%a7%d9%87_%d8%b9%d8%b5%d8%a8%db%8c\" >\u0622\u0632\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0639\u0635\u0628\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#ffnet_%d8%ba%db%8c%d8%b1_%d9%81%d8%b9%d8%a7%d9%84\" >FFnet (\u063a\u06cc\u0631 \u0641\u0639\u0627\u0644)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#libsvm\" >LibSVM<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%86%d8%b9%d9%86%d8%a7%d8%b9\" >\u0646\u0639\u0646\u0627\u0639<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%b2%d9%86%d8%ac%db%8c%d8%b1\" >\u0632\u0646\u062c\u06cc\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%aa%d8%a7%d9%be%db%8c%da%a9\" >\u062a\u0627\u067e\u06cc\u06a9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%ae%d8%b1%da%86%d9%86%da%af\" >\u062e\u0631\u0686\u0646\u06af<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#covertree\" >CoverTree<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%a8%d8%b1%d8%b2%d9%87\" >\u0628\u0631\u0632\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%b9%d9%85%db%8c%d9%82\" >\u0639\u0645\u06cc\u0642<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%a2%d8%b2%d9%85%d8%a7%db%8c%d8%b4%da%af%d8%a7%d9%87_%d8%b9%d8%b5%d8%a8%db%8c-2\" >\u0622\u0632\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0639\u0635\u0628\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%86%d8%b9%d9%86%d8%a7%d8%b9-2\" >\u0646\u0639\u0646\u0627\u0639<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%db%8c%d8%a7%d9%87%d9%85\" >\u06cc\u0627\u0647\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#pydeep\" >pydeep<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%a7%d8%b0%db%8c%d8%aa_%da%a9%d8%b1%d8%af%d9%86\" >\u0627\u0630\u06cc\u062a \u06a9\u0631\u062f\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d9%86%d8%a6%d9%88%d9%86\" >\u0646\u0626\u0648\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%a8%d9%87%d8%aa%d8%b1%db%8c%d9%86-%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87-%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%af%d8%b1-%d9%be\/#%d8%a7%d8%ad%d8%b3%d8%a7%d8%b3%d8%a7%d8%aa\" >\u0627\u062d\u0633\u0627\u0633\u0627\u062a<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 7<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div><noscript><\/noscript><\/p>\n<h2 id=\"introduction\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%d8%b1%d9%81%db%8c\"><\/span>\u0645\u0639\u0631\u0641\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0634\u06a9\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0648 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0627\u063a \u062a\u0631\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u062f\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc \u062f\u0631 \u0686\u0646\u062f \u0633\u0627\u0644 \u06af\u0630\u0634\u062a\u0647 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a.  \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u0641\u0647\u0645\u06cc\u062f \u06a9\u0647 \u0686\u0631\u0627 \u0628\u0627 \u0647\u0645\u0647 \u0645\u0648\u0627\u0631\u062f \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0627\u0642\u0639\u0627 \u062c\u0627\u0644\u0628\u06cc \u06a9\u0647 \u0622\u0646\u0647\u0627 \u062d\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0635\u062f\u0627\u060c \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u06cc\u0627 \u062d\u062a\u06cc <a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/www.hexahedria.com\/2015\/08\/03\/composing-music-with-recurrent-neural-networks\/\" class=\"broken_link\">\u0622\u0647\u0646\u06af\u0633\u0627\u0632\u06cc<\/a>.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0645 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u06a9\u0646\u0645 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0632\u06cc\u0631 \u067e\u0633\u062a \u06a9\u0646\u0645.<\/p>\n<p>\u0628\u0647 \u0646\u0638\u0631 \u0645\u0646\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc (\u0648 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc) \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0628\u0647 \u0686\u0646\u062f \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<ul>\n<li><strong>\u0633\u0627\u062f\u0647 \u0627\u0633\u062a<\/strong>: Python \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u0644\u0637\u0641 \u0646\u062d\u0648 \u0633\u0627\u062f\u0647 \u0648 \u062c\u0627\u0645\u0639\u0647 \u0639\u0638\u06cc\u0645 \u062e\u0648\u062f \u0628\u0647 \u0632\u0628\u0627\u0646 \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u062f\u0631 \u0628\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u0627\u0646 \u062c\u062f\u06cc\u062f \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li><strong>\u0627\u06cc\u0646 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0627\u0633\u062a<\/strong>: \u0641\u0642\u0637 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u06a9\u0647 \u0686\u06cc\u0632\u06cc \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0646\u06cc\u0633\u062a.  \u067e\u0627\u06cc\u062a\u0648\u0646 \u0647\u0645\u0686\u0646\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0647\u0627 \u062f\u0631 \u0628\u06cc\u0646 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u0627\u0646 \u0648\u0628 \u0627\u0633\u062a.  \u062c\u0627\u0645\u0639\u0647 \u0622\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0647\u0631 \u06a9\u0627\u0631\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/li>\n<li><strong>\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc ML<\/strong>: \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f <em>\u062a\u0646<\/em> \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9\u06cc \u0627\u0632 \u0635\u062f\u0647\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647\u060c \u0645\u0647\u0627\u0631\u062a \u0648 \u0646\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0633\u0641\u0627\u0631\u0634\u06cc \u0633\u0627\u0632\u06cc.<\/li>\n<\/ul>\n<p>\u0646\u06a9\u062a\u0647 \u0622\u062e\u0631 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0628\u062f\u0648\u0646 \u0634\u06a9 \u0645\u0647\u0645\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a.  \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0628\u0633\u06cc\u0627\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0647\u0633\u062a\u0646\u062f \u0648 \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0634\u0627\u0645\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062e\u0648\u062f\u062a\u0627\u0646 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f (\u0648 <em>\u062f\u0631\u0633\u062a \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0646<\/em>) \u0633\u062e\u062a \u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.  \u062e\u0648\u0634\u0628\u062e\u062a\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0645\u0627\u060c \u0627\u0641\u0631\u0627\u062f \u0628\u0627\u0647\u0648\u0634 \u0648 \u0641\u062f\u0627\u06a9\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0633\u062e\u062a \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u06cc\u0645. \u0631\u0648\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0631 \u062f\u0633\u062a<\/p>\n<p>\u0628\u0647 \u0647\u06cc\u0686 \u0648\u062c\u0647 \u0627\u06cc\u0646 \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u062c\u0627\u0645\u0639 \u0646\u06cc\u0633\u062a.  \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f <em>\u0645\u0642\u062f\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc<\/em> \u0627\u0632 \u06a9\u062f \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a \u0648 \u0645\u0646 \u0641\u0642\u0637 \u0628\u0631\u062e\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u062a\u0631 \u06cc\u0627 \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u067e\u0633\u062a \u0645\u06cc \u06a9\u0646\u0645.  \u0627\u06a9\u0646\u0648\u0646\u060c \u0631\u0648\u06cc \u0628\u0647 \u0644\u06cc\u0633\u062a<\/p>\n<h2 id=\"themostpopularlibraries\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%ad%d8%a8%d9%88%d8%a8_%d8%aa%d8%b1%db%8c%d9%86_%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87_%d9%87%d8%a7\"><\/span>\u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0634\u0631\u062d \u06a9\u0648\u062a\u0627\u0647\u06cc \u0627\u0632 \u0628\u0631\u062e\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062d\u0628\u0648\u0628\u200c\u062a\u0631 \u0648 \u0622\u0646\u0686\u0647 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0622\u0646\u0647\u0627 \u062e\u0648\u0628 \u0647\u0633\u062a\u0646\u062f \u0631\u0627 \u0628\u0627 \u0641\u0647\u0631\u0633\u062a \u06a9\u0627\u0645\u0644\u200c\u062a\u0631\u06cc \u0627\u0632 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u062f\u0631 \u0628\u062e\u0634 \u0628\u0639\u062f\u06cc \u0622\u0648\u0631\u062f\u0647\u200c\u0627\u0645.<\/p>\n<h3 id=\"tensorflow\"><span class=\"ez-toc-section\" id=\"tensorflow\"><\/span>TensorFlow<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0627\u0633\u062a \u0631\u0648\u06cc \u0644\u06cc\u0633\u062a.  \u062a\u0646\u0647\u0627 \u062f\u0631 \u0686\u0646\u062f \u0631\u0648\u0632 \u06af\u0630\u0634\u062a\u0647 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c TensorFlow \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0633\u0637\u062d \u0628\u0627\u0644\u0627 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u0627\u0632 \u062c\u0632\u0626\u06cc\u0627\u062a \u0633\u0637\u062d \u067e\u0627\u06cc\u06cc\u0646 \u0627\u062c\u062a\u0646\u0627\u0628 \u06a9\u0646\u06cc\u062f.  \u062a\u0645\u0631\u06a9\u0632 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a \u0631\u0648\u06cc \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0646\u0645\u0648\u062f\u0627\u0631 \u062c\u0631\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647 \u0628\u06cc\u0627\u0646 \u06a9\u0646\u06cc\u062f\u060c \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 C++ \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0634\u0627\u0645\u0644 \u067e\u06cc\u0648\u0646\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0644\u0627\u0632\u0645 \u0646\u06cc\u0633\u062a \u0646\u06af\u0631\u0627\u0646 \u06a9\u0627\u0647\u0634 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0634\u06cc\u062f.  \u06cc\u06a9\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u060c \u0645\u0639\u0645\u0627\u0631\u06cc \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0622\u0646 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u06cc\u0627 \u0686\u0646\u062f CPU \u06cc\u0627 GPU \u062f\u0631 \u062f\u0633\u06a9\u062a\u0627\u067e\u060c \u0633\u0631\u0648\u0631 \u06cc\u0627 \u062f\u0633\u062a\u06af\u0627\u0647 \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u06cc\u06a9 API \u06cc\u06a9\u0633\u0627\u0646 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f.  \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u060c \u062f\u0631 \u0635\u0648\u0631\u062a \u0648\u062c\u0648\u062f\u060c \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0686\u0646\u06cc\u0646 \u0627\u062f\u0639\u0627\u06cc\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u0634\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Google_Brain\">\u0645\u063a\u0632 \u06af\u0648\u06af\u0644<\/a> \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0627\u06a9\u0646\u0648\u0646 \u062a\u0648\u0633\u0637 \u0635\u062f\u0647\u0627 \u0645\u0647\u0646\u062f\u0633 \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0634\u0631\u06a9\u062a \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0634\u06a9\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0622\u06cc\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u062c\u0627\u0644\u0628\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631.<\/p>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0645\u0627\u0646\u0646\u062f \u0647\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u06cc\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0628\u0627\u06cc\u062f \u0645\u062f\u062a\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc API \u0622\u0646 \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0647\u06cc\u062f\u060c \u0627\u0645\u0627 \u0632\u0645\u0627\u0646 \u0635\u0631\u0641 \u0634\u062f\u0647 \u0628\u0627\u06cc\u062f \u0627\u0631\u0632\u0634 \u0622\u0646 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.  \u062f\u0631 \u0686\u0646\u062f \u062f\u0642\u06cc\u0642\u0647 \u0627\u0648\u0644 \u0628\u0627\u0632\u06cc \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0633\u062a\u0645 \u0628\u06af\u0648\u06cc\u0645 TensorFlow \u0628\u0647 \u0645\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0637\u0631\u062d\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0627\u0645 \u0635\u0631\u0641 \u06a9\u0646\u0645 \u0648 \u0627\u0632 \u0637\u0631\u06cc\u0642 API \u0645\u0628\u0627\u0631\u0632\u0647 \u0646\u06a9\u0646\u0645.<\/p>\n<p>\u0627\u06af\u0631 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0631\u0628\u0627\u0631\u0647 TensorFlow \u0648 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0628\u062f\u0627\u0646\u06cc\u062f\u060c \u0633\u0639\u06cc \u06a9\u0646\u06cc\u062f \u062f\u0648\u0631\u0647\u200c\u0627\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0631\u0627 \u0628\u06af\u0630\u0631\u0627\u0646\u06cc\u062f <a class=\"udemy-link\" rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/stackabu.se\/deep-learning-tensorflow\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0627 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648<\/a>\u060c \u06a9\u0647 \u0646\u0647 \u062a\u0646\u0647\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f TensorFlow\u060c \u0628\u0644\u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0647 \u0634\u0645\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/p>\n<h3 id=\"scikitlearn\"><span class=\"ez-toc-section\" id=\"scikit-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c\"><\/span>scikit-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 scikit-learn \u0642\u0637\u0639\u0627\u064b \u06cc\u06a9\u06cc \u0627\u0632\u060c \u0627\u06af\u0631 \u0646\u06af\u0648\u06cc\u06cc\u0645 \u0645\u062d\u0628\u0648\u0628\u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc ML \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0647\u0645\u0647 \u0632\u0628\u0627\u0646\u200c\u0647\u0627 (\u062f\u0631 \u0632\u0645\u0627\u0646 \u0646\u06af\u0627\u0631\u0634 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647) \u0627\u0633\u062a.  \u062f\u0627\u0631\u0627\u06cc \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0631\u062a\u0631 \u0628\u0631\u0627\u06cc \u0645\u062d\u0642\u0642\u0627\u0646 \u0648 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u062f\u0631 \u0628\u0627\u0644\u0627\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u062d\u0628\u0648\u0628 NumPy\u060c SciPy\u060c \u0648 matplotlib \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u0641\u0631\u0627\u062f\u06cc \u06a9\u0647 \u0642\u0628\u0644\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u0627\u062d\u0633\u0627\u0633\u06cc \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a.  \u0627\u06af\u0631\u0686\u0647\u060c \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0641\u0647\u0631\u0633\u062a \u0634\u062f\u0647 \u062f\u0631 \u0632\u06cc\u0631\u060c \u0627\u06cc\u0646 \u06cc\u06a9\u06cc \u0633\u0637\u062d \u067e\u0627\u06cc\u06cc\u0646 \u062a\u0631\u06cc \u062f\u0627\u0631\u062f \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0627\u06cc\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627\u06cc ML \u062f\u06cc\u06af\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0686\u0642\u062f\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0627\u0633\u062a\u060c \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u0628\u0627 \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0634\u0648\u0627\u0631 \u0628\u0627\u0634\u062f \u0645\u06af\u0631 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u0646\u0628\u0639 \u062e\u0648\u0628\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.  \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u0645\u0646\u0627\u0628\u0639\u06cc \u06a9\u0647 \u0645\u0646 \u062f\u06cc\u062f\u0647 \u0627\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a <a class=\"udemy-link\" rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/stackabu.se\/python-data-science-machine-learning-bootcamp\">\u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0628\u0648\u062a \u06a9\u0645\u067e \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a>\u060c \u06a9\u0647 \u0628\u0647 \u062e\u0648\u0628\u06cc \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc ML \u0631\u0627 \u062f\u0631 scikit-learn \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<\/p>\n<h3 id=\"theano\"><span class=\"ez-toc-section\" id=\"%d8%aa%db%8c%d8%a7%d9%86%d9%88\"><\/span>\u062a\u06cc\u0627\u0646\u0648<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Theano \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u062a\u0639\u0631\u06cc\u0641\u060c \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0628\u0627\u0631\u0627\u062a \u0631\u06cc\u0627\u0636\u06cc \u0634\u0627\u0645\u0644 \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0628\u0631\u062e\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0627\u0639\u062b \u0646\u0627\u0627\u0645\u06cc\u062f\u06cc \u0634\u0648\u062f.  \u0645\u0627\u0646\u0646\u062f scikit-learn\u060c Theano \u0646\u06cc\u0632 \u0628\u0647 \u0634\u062f\u062a \u0628\u0627 NumPy \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f.  \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0641\u0627\u0641 \u0627\u0632 GPU \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f Theano \u0633\u0631\u06cc\u0639 \u0648 \u0628\u062f\u0648\u0646 \u062f\u0631\u062f \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0634\u0648\u062f\u060c \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0633\u0627\u0646\u06cc \u06a9\u0647 \u062a\u0627\u0632\u0647 \u0634\u0631\u0648\u0639 \u0628\u0647 \u06a9\u0627\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.  \u0627\u06af\u0631\u0686\u0647 \u0628\u0631\u062e\u06cc \u0622\u0646 \u0631\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u062a\u0648\u0635\u06cc\u0641 \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f \u062a\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0639\u0627\u0644\u06cc \u0648 \u0622\u0645\u0648\u0632\u0634 \u0647\u0627\u06cc \u0641\u0631\u0627\u0648\u0627\u0646 \u0627\u0633\u062a.  \u0628\u0647 \u0644\u0637\u0641 \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u060c \u062f\u0631 \u06cc\u0627\u0641\u062a\u0646 \u0645\u0646\u0627\u0628\u0639\u06cc \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0686\u06af\u0648\u0646\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f\u060c \u0645\u0634\u06a9\u0644 \u0632\u06cc\u0627\u062f\u06cc \u0646\u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u0634\u062a.<\/p>\n<h3 id=\"pylearn2\"><span class=\"ez-toc-section\" id=\"pylearn2\"><\/span>Pylearn2<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0634\u062a\u0631 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc Pylearn2 \u062f\u0631 \u0648\u0627\u0642\u0639 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u0628\u0627\u0644\u0627\u06cc Theano\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u067e\u0627\u06cc\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u062d\u06a9\u0645\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<p>\u0637\u0628\u0642 \u0648\u0628 \u0633\u0627\u06cc\u062a Pylearn2:<\/p>\n<blockquote>\n<p>Pylearn2 \u0628\u0627 scikit-learn \u062a\u0641\u0627\u0648\u062a \u062f\u0627\u0631\u062f \u0632\u06cc\u0631\u0627 \u0647\u062f\u0641 Pylearn2 \u0627\u0631\u0627\u0626\u0647 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0632\u06cc\u0627\u062f \u0648 \u0627\u06cc\u062c\u0627\u062f \u0627\u0645\u06a9\u0627\u0646 \u0627\u0646\u062c\u0627\u0645 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0647\u0631 \u06a9\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0645\u062d\u0642\u0642 \u0627\u0633\u062a\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 scikit-learn \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 &#8220;\u062c\u0639\u0628\u0647 \u0633\u06cc\u0627\u0647&#8221; \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0646\u062a\u0627\u06cc\u062c \u062e\u0648\u0628\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f \u062d\u062a\u06cc \u0627\u06af\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0646\u062f\u0647\u062f. \u0627\u062c\u0631\u0627 \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f<\/p>\n<\/blockquote>\n<p>\u0628\u0647 \u062e\u0627\u0637\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 Pylearn2 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0645\u0627\u0646\u0646\u062f scikit-learn \u0631\u0627 \u06a9\u0647 \u0645\u0646\u0637\u0642\u06cc \u0628\u0627\u0634\u062f\u060c \u0628\u067e\u06cc\u0686\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0634\u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06a9\u062f\u0647\u0627\u06cc 100% \u0633\u0641\u0627\u0631\u0634\u06cc \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06cc\u0646 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u0634\u06a9\u0627\u0644\u0627\u062a \u0642\u0628\u0644\u0627\u064b \u0628\u0631\u0637\u0631\u0641 \u0634\u062f\u0647 \u0627\u0646\u062f.  Wrapper \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Pylearn2 \u062c\u0627\u06cc\u06af\u0627\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0644\u06cc\u0633\u062a \u062f\u0627\u0631\u0646\u062f.<\/p>\n<h3 id=\"pyevolve\"><span class=\"ez-toc-section\" id=\"%d9%be%db%8c%d9%88%d9%88%d9%84%d9%88\"><\/span>\u067e\u06cc\u0648\u0648\u0644\u0648<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u0648 \u0645\u062a\u0641\u0627\u0648\u062a\u200c\u062a\u0631\u06cc\u0646 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc\u060c \u062f\u0631 \u0641\u0636\u0627\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0698\u0646\u062a\u06cc\u06a9 \u0627\u0633\u062a.  \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0698\u0646\u062a\u06cc\u06a9 \u0627\u0633\u0627\u0633\u0627\u064b \u0641\u0642\u0637 \u06cc\u06a9 \u062c\u0633\u062a\u062c\u0648\u06cc \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0622\u0646 \u062a\u0642\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f process \u0627\u0646\u062a\u062e\u0627\u0628 \u0637\u0628\u06cc\u0639\u06cc  \u062f\u0631 \u0627\u0635\u0644 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u0628\u0631\u062e\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0634\u0628\u06a9\u0647 \u0627\u0632 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u062a\u0646\u0627\u0633\u0628 \u0627\u0646\u062f\u0627\u0645.  \u0633\u067e\u0633 \u0628\u0647 \u0637\u0648\u0631 \u0645\u06a9\u0631\u0631 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u06a9\u0648\u0686\u06a9 \u0648 \u062a\u0635\u0627\u062f\u0641\u06cc \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0645\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0648\u0628\u0627\u0631\u0647 \u0622\u0646 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u06cc \u06a9\u0646\u062f.  \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a \u062a\u0646\u0627\u0633\u0628 \u0627\u0646\u062f\u0627\u0645 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f \u0628\u0631\u0646\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0633\u067e\u0633 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0648\u0627\u0644\u062f\u06cc\u0646 \u0646\u0633\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n<p>Pyevolve \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.  \u0627\u06af\u0631\u0686\u0647 \u0646\u0648\u06cc\u0633\u0646\u062f\u0647 \u0628\u06cc\u0627\u0646 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0646\u0633\u062e\u0647 0.6 \u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0698\u0646\u062a\u06cc\u06a9\u06cc \u0646\u06cc\u0632 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u0646\u0632\u062f\u06cc\u06a9 \u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u0633\u0645\u062a \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062a\u06a9\u0627\u0645\u0644\u06cc \u0645\u062a\u0645\u0627\u06cc\u0644 \u062e\u0648\u0627\u0647\u062f \u0634\u062f \u062a\u0627 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0633\u0627\u062f\u0647 GA.<\/p>\n<ul>\n<li>\u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc: \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0698\u0646\u062a\u06cc\u06a9<\/li>\n<li><a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/github.com\/perone\/Pyevolve\">Github<\/a><\/li>\n<\/ul>\n<h3 id=\"nupic\"><span class=\"ez-toc-section\" id=\"nupic\"><\/span>NuPIC<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>NuPIC \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f ML \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0634\u0645\u0627 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f.  \u0645\u0628\u062a\u0646\u06cc \u0627\u0633\u062a \u0631\u0648\u06cc \u0646\u0638\u0631\u06cc\u0647 \u0627\u06cc \u0627\u0632 \u0646\u0626\u0648\u06a9\u0648\u0631\u062a\u06a9\u0633 \u0628\u0647 \u0646\u0627\u0645 \u062d\u0627\u0641\u0638\u0647 \u0632\u0645\u0627\u0646\u06cc \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc (HTM).  HTM \u0647\u0627 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0646\u0648\u0639 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u060c \u0627\u0645\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0646\u0638\u0631\u06cc\u0647 \u0647\u0627 \u06a9\u0645\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0633\u0627\u0633\u0627\u060c HTM \u0647\u0627 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062d\u0627\u0641\u0638\u0647 \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc \u0648 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0632\u0645\u0627\u0646 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641  \u0627\u06cc\u0646 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062c\u062f\u06cc\u062f \u0627\u0633\u062a \u06a9\u0647 \u0631\u0648\u0634 \u062f\u0631\u0647\u0645 \u062a\u0646\u06cc\u062f\u0647 \u0634\u062f\u0646 \u062d\u0627\u0641\u0638\u0647 \u0648 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u062f\u0631 \u0645\u063a\u0632 \u0645\u0627 \u0631\u0627 \u062a\u0642\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u06a9\u0627\u0645\u0644 \u0627\u06cc\u0646 \u0646\u0638\u0631\u06cc\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0622\u0646\u060c \u0628\u0647 \u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/numenta.com\/assets\/pdf\/whitepapers\/hierarchical-temporal-memory-cortical-learning-algorithm-0.2.1-en.pdf\">\u06a9\u0627\u063a\u0630 \u0633\u0641\u06cc\u062f<\/a>.<\/p>\n<h3 id=\"pattern\"><span class=\"ez-toc-section\" id=\"%d8%a7%d9%84%da%af%d9%88\"><\/span>\u0627\u0644\u06af\u0648<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 \u0628\u06cc\u0634\u062a\u0631 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u00ab\u0645\u062c\u0645\u0648\u0639\u0647 \u06a9\u0627\u0645\u0644\u00bb \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc ML \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.  \u0628\u062e\u0634 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u0633\u0631\u0648\u06cc\u0633 \u0647\u0627\u06cc \u0648\u0628 \u0645\u0627\u0646\u0646\u062f Google\u060c Twitter \u0648 Wikipedia \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u062f.  \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u062e\u0632\u0646\u062f\u0647 \u0648\u0628 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u06a9\u0646\u0646\u062f\u0647 HTML DOM \u0627\u0633\u062a.  \u0646\u06a9\u062a\u0647 \u062e\u0648\u0628 \u062f\u0631 \u0645\u0648\u0631\u062f \u06af\u0646\u062c\u0627\u0646\u062f\u0646 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0648 \u0622\u0645\u0648\u0632\u0634 \u0622\u0646 \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0647\u0645\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0639\u0627\u0644\u06cc \u0627\u0632 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0627\u0632 \u062f\u0633\u062a\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0648\u06cc\u06cc\u062a \u0647\u0627 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u0622\u06cc\u0627 \u06cc\u06a9 \u062a\u0648\u06cc\u06cc\u062a &#8220;\u0628\u0631\u0646\u062f\u0647&#8221; \u06cc\u0627 &#8220;\u0634\u06a9\u0633\u062a&#8221; \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">from<\/span> pattern.web <span class=\"hljs-keyword\">import<\/span> Twitter\n<span class=\"hljs-keyword\">from<\/span> pattern.en <span class=\"hljs-keyword\">import<\/span> tag\n<span class=\"hljs-keyword\">from<\/span> pattern.vector <span class=\"hljs-keyword\">import<\/span> KNN, count\n\ntwitter, knn = Twitter(), KNN()\n\n<span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">3<\/span>):\n    <span class=\"hljs-keyword\">for<\/span> tweet <span class=\"hljs-keyword\">in<\/span> twitter.search(<span class=\"hljs-string\">'#win OR #fail'<\/span>, start=i, count=<span class=\"hljs-number\">100<\/span>):\n        s = tweet.text.lower()\n        p = <span class=\"hljs-string\">'#win'<\/span> <span class=\"hljs-keyword\">in<\/span> s <span class=\"hljs-keyword\">and<\/span> <span class=\"hljs-string\">'WIN'<\/span> <span class=\"hljs-keyword\">or<\/span> <span class=\"hljs-string\">'FAIL'<\/span>\n        v = tag(s)\n        v = (word <span class=\"hljs-keyword\">for<\/span> word, pos <span class=\"hljs-keyword\">in<\/span> v <span class=\"hljs-keyword\">if<\/span> pos == <span class=\"hljs-string\">'JJ'<\/span>) \n        v = count(v) \n        <span class=\"hljs-keyword\">if<\/span> v:\n            knn.train(v, <span class=\"hljs-built_in\">type<\/span>=p)\n\n<span class=\"hljs-built_in\">print<\/span> knn.classify(<span class=\"hljs-string\">'sweet potato burger'<\/span>)\n<span class=\"hljs-built_in\">print<\/span> knn.classify(<span class=\"hljs-string\">'stupid autocorrect'<\/span>)\n<\/code><\/pre>\n<p>\u062a\u0648\u06cc\u06cc\u062a \u0647\u0627 \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f <code>twitter.search()<\/code> \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0647\u0634\u062a\u06af &#8220;#\u0628\u0631\u062f&#8221; \u0648 &#8220;#\u0634\u06a9\u0633\u062a&#8221;  \u0633\u067e\u0633 \u06cc\u06a9 k-nearest \u0647\u0645\u0633\u0627\u06cc\u0647 (KNN) \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0635\u0641\u062a \u0647\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0634\u062f\u0647 \u0627\u0632 \u062a\u0648\u06cc\u06cc\u062a \u0647\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u067e\u0633 \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0641\u06cc\u060c \u0634\u0645\u0627 \u06cc\u06a9 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 \u062f\u0627\u0631\u06cc\u062f.  \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc 15 \u062e\u0637 \u06a9\u062f \u0628\u062f \u0646\u06cc\u0633\u062a.<\/p>\n<ul>\n<li>\u062e\u0648\u0628 \u0628\u0631\u0627\u06cc: NLP\u060c \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc\u060c \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc<\/li>\n<li><a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/github.com\/clips\/pattern\">Github<\/a><\/li>\n<\/ul>\n<h3 id=\"caffe\"><span class=\"ez-toc-section\" id=\"%da%a9%d8%a7%d9%81%d9%87\"><\/span>\u06a9\u0627\u0641\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Caffe \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a.  \u0634\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0634\u06cc\u0627\u0621 \u0631\u0627 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u06cc\u0627 \u062d\u062a\u06cc \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc \u062f\u0647\u062f <a rel=\"nofollow noopener\" target=\"blank\" href=\"https:\/\/docs.google.com\/presentation\/d\/1UeKXVgRvvxg9OUdh_UiC5G71UMscNPlvArsWER41PsU\/preview#slide=id.gc2fcdcce7_216_128\">\u06cc\u06a9 \u0633\u0628\u06a9 \u0628\u0635\u0631\u06cc \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u062f<\/a>.<\/p>\n<p>\u0627\u062f\u063a\u0627\u0645 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0627 \u0622\u0645\u0648\u0632\u0634 GPU \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u062a\u0645\u0631\u06cc\u0646 \u0647\u0633\u062a\u06cc\u062f \u0628\u0633\u06cc\u0627\u0631 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u0634\u0648\u062f \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631.  \u0627\u06af\u0631\u0686\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc\u200c\u0631\u0633\u062f \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0634\u06af\u0627\u0647\u06cc\u0627\u0646 \u0648 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0628\u0627\u06cc\u062f \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0641\u0631\u0627\u0648\u0627\u0646\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0646\u06cc\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/p>\n<ul>\n<li>\u062e\u0648\u0628 \u0628\u0631\u0627\u06cc: \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \/ \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc<\/li>\n<li><a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/caffe.berkeleyvision.org\/\">\u0633\u0627\u06cc\u062a \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u06cc<\/a><\/li>\n<li><a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/github.com\/BVLC\/caffe\">Github<\/a><\/li>\n<\/ul>\n<h2 id=\"othernotablelibraries\"><span class=\"ez-toc-section\" id=\"%d8%b3%d8%a7%db%8c%d8%b1_%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87_%d9%87%d8%a7%db%8c_%d9%82%d8%a7%d8%a8%d9%84_%d8%aa%d9%88%d8%ac%d9%87\"><\/span>\u0633\u0627\u06cc\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0648 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Python ML \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0628\u0631\u062e\u06cc \u0627\u0632 \u0622\u0646\u0647\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0634\u0627\u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0641\u0648\u0642 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f \u0648 \u0628\u0631\u062e\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0647\u062f\u0627\u0641 \u0628\u0627\u0631\u06cc\u06a9 \u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f \u06cc\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0628\u0632\u0627\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f.<\/p>\n<h3 id=\"nilearn\"><span class=\"ez-toc-section\" id=\"nilearn\"><\/span>Nilearn<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0631\u0648\u06cc \u0628\u0627\u0644\u0627\u06cc scikit-learn<\/li>\n<li><a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/github.com\/nilearn\/nilearn\">Github<\/a><\/li>\n<\/ul>\n<h3 id=\"statsmodels\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%af%d9%84_%d9%87%d8%a7%db%8c_%d8%a2%d9%85%d8%a7%d8%b1%db%8c\"><\/span>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"pybraininactive\"><span class=\"ez-toc-section\" id=\"pybrain_%d8%ba%db%8c%d8%b1_%d9%81%d8%b9%d8%a7%d9%84\"><\/span>PyBrain (\u063a\u06cc\u0631 \u0641\u0639\u0627\u0644)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"fuel\"><span class=\"ez-toc-section\" id=\"%d8%b3%d9%88%d8%ae%d8%aa\"><\/span>\u0633\u0648\u062e\u062a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"bob\"><span class=\"ez-toc-section\" id=\"%d8%a8%d8%a7%d8%a8\"><\/span>\u0628\u0627\u0628<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"skdata\"><span class=\"ez-toc-section\" id=\"skdata\"><\/span>skdata<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"milk\"><span class=\"ez-toc-section\" id=\"%d8%b4%db%8c%d8%b1\"><\/span>\u0634\u06cc\u0631<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"iepy\"><span class=\"ez-toc-section\" id=\"iepy\"><\/span>IEPY<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"quepy\"><span class=\"ez-toc-section\" id=\"%d9%be%d8%b1%d8%b3_%d9%88_%d8%ac%d9%88\"><\/span>\u067e\u0631\u0633 \u0648 \u062c\u0648<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"hebel\"><span class=\"ez-toc-section\" id=\"%d9%87%d8%a8%d9%84\"><\/span>\u0647\u0628\u0644<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"mlxtend\"><span class=\"ez-toc-section\" id=\"mlxtend\"><\/span>mlxtend<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"nolearn\"><span class=\"ez-toc-section\" id=\"%d8%a8%d8%af%d9%88%d9%86_%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c\"><\/span>\u0628\u062f\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"ramp\"><span class=\"ez-toc-section\" id=\"%d8%b3%d8%b7%d8%ad_%d8%b4%db%8c%d8%a8_%d8%af%d8%a7%d8%b1\"><\/span>\u0633\u0637\u062d \u0634\u06cc\u0628 \u062f\u0627\u0631<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"featureforge\"><span class=\"ez-toc-section\" id=\"%d9%88%db%8c%da%98%da%af%db%8c_forge\"><\/span>\u0648\u06cc\u0698\u06af\u06cc Forge<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"rep\"><span class=\"ez-toc-section\" id=\"%d9%87%d8%b1%d8%b2%d9%87\"><\/span>\u0647\u0631\u0632\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"pythonelm\"><span class=\"ez-toc-section\" id=\"python-elm\"><\/span>Python-ELM<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"pythonxy\"><span class=\"ez-toc-section\" id=\"pythonxy\"><\/span>PythonXY<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"xcs\"><span class=\"ez-toc-section\" id=\"xcs\"><\/span>XCS<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"pyml\"><span class=\"ez-toc-section\" id=\"pyml\"><\/span>PyML<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"mlpyinactive\"><span class=\"ez-toc-section\" id=\"mlpy_%d8%ba%db%8c%d8%b1_%d9%81%d8%b9%d8%a7%d9%84\"><\/span>MLPY (\u063a\u06cc\u0631 \u0641\u0639\u0627\u0644)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"orange\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%a7%d8%b1%d9%86%d8%ac%db%8c\"><\/span>\u0646\u0627\u0631\u0646\u062c\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"monte\"><span class=\"ez-toc-section\" id=\"%d9%85%d9%88%d9%86%d8%aa\"><\/span>\u0645\u0648\u0646\u062a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"pymvpa\"><span class=\"ez-toc-section\" id=\"pymvpa\"><\/span>PYMVPA<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"mdpinactive\"><span class=\"ez-toc-section\" id=\"mdp_%d8%ba%db%8c%d8%b1_%d9%81%d8%b9%d8%a7%d9%84\"><\/span>MDP (\u063a\u06cc\u0631 \u0641\u0639\u0627\u0644)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"shogun\"><span class=\"ez-toc-section\" id=\"%d8%b4%d9%88%da%af%d9%88%d9%86\"><\/span>\u0634\u0648\u06af\u0648\u0646<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"pymc\"><span class=\"ez-toc-section\" id=\"pymc\"><\/span>PyMC<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"gensim\"><span class=\"ez-toc-section\" id=\"%d8%ac%d9%86%d8%b3%db%8c%d9%85\"><\/span>\u062c\u0646\u0633\u06cc\u0645<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"neurolab\"><span class=\"ez-toc-section\" id=\"%d8%a2%d8%b2%d9%85%d8%a7%db%8c%d8%b4%da%af%d8%a7%d9%87_%d8%b9%d8%b5%d8%a8%db%8c\"><\/span>\u0622\u0632\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0639\u0635\u0628\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"ffnetinactive\"><span class=\"ez-toc-section\" id=\"ffnet_%d8%ba%db%8c%d8%b1_%d9%81%d8%b9%d8%a7%d9%84\"><\/span>FFnet (\u063a\u06cc\u0631 \u0641\u0639\u0627\u0644)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"libsvm\"><span class=\"ez-toc-section\" id=\"libsvm\"><\/span>LibSVM<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"spearmint\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%b9%d9%86%d8%a7%d8%b9\"><\/span>\u0646\u0639\u0646\u0627\u0639<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"chainer\"><span class=\"ez-toc-section\" id=\"%d8%b2%d9%86%d8%ac%db%8c%d8%b1\"><\/span>\u0632\u0646\u062c\u06cc\u0631<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"topik\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%a7%d9%be%db%8c%da%a9\"><\/span>\u062a\u0627\u067e\u06cc\u06a9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"crab\"><span class=\"ez-toc-section\" id=\"%d8%ae%d8%b1%da%86%d9%86%da%af\"><\/span>\u062e\u0631\u0686\u0646\u06af<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"covertree\"><span class=\"ez-toc-section\" id=\"covertree\"><\/span>CoverTree<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"breze\"><span class=\"ez-toc-section\" id=\"%d8%a8%d8%b1%d8%b2%d9%87\"><\/span>\u0628\u0631\u0632\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"deap\"><span class=\"ez-toc-section\" id=\"%d8%b9%d9%85%db%8c%d9%82\"><\/span>\u0639\u0645\u06cc\u0642<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"neurolab\"><span class=\"ez-toc-section\" id=\"%d8%a2%d8%b2%d9%85%d8%a7%db%8c%d8%b4%da%af%d8%a7%d9%87_%d8%b9%d8%b5%d8%a8%db%8c-2\"><\/span>\u0622\u0632\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0639\u0635\u0628\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"spearmint\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%b9%d9%86%d8%a7%d8%b9-2\"><\/span>\u0646\u0639\u0646\u0627\u0639<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"yahmm\"><span class=\"ez-toc-section\" id=\"%db%8c%d8%a7%d9%87%d9%85\"><\/span>\u06cc\u0627\u0647\u0645<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"pydeep\"><span class=\"ez-toc-section\" id=\"pydeep\"><\/span>pydeep<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"annoy\"><span class=\"ez-toc-section\" id=\"%d8%a7%d8%b0%db%8c%d8%aa_%da%a9%d8%b1%d8%af%d9%86\"><\/span>\u0627\u0630\u06cc\u062a \u06a9\u0631\u062f\u0646<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"neon\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%a6%d9%88%d9%86\"><\/span>\u0646\u0626\u0648\u0646<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3 id=\"sentiment\"><span class=\"ez-toc-section\" id=\"%d8%a7%d8%ad%d8%b3%d8%a7%d8%b3%d8%a7%d8%aa\"><\/span>\u0627\u062d\u0633\u0627\u0633\u0627\u062a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/div>\n<p><script>\n                        !function(f,b,e,v,n,t,s)\n                        {if(f.fbq)return;n=f.fbq=function(){n.callMethod?\n                        n.callMethod.apply(n,arguments):n.queue.push(arguments)};\n                        if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';\n                        n.queue=();t=b.createElement(e);t.async=!0;\n                        t.src=v;s=b.getElementsByTagName(e)(0);\n                        s.parentNode.insertBefore(t,s)}(window, document,'script',\n                        'https:\/\/connect.facebook.net\/en_US\/fbevents.js');\n                        fbq('init', '525232124909042');\n                        fbq('track', 'PageView');\n                    <\/script>    (\u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u0628\u0647 \u062a\u0631\u062c\u0645\u0647)# python<br \/>\n<br \/><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1403-01-30 13:12:04<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;16714&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 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style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n        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<\/span> <span class=\"rt-time\"> 7<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc \u0634\u06a9\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0648 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0627\u063a \u062a\u0631\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u062f\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc \u062f\u0631 \u0686\u0646\u062f \u0633\u0627\u0644 \u06af\u0630\u0634\u062a\u0647 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a. \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u0641\u0647\u0645\u06cc\u062f \u06a9\u0647 \u0686\u0631\u0627 \u0628\u0627 \u0647\u0645\u0647 \u0645\u0648\u0627\u0631\u062f \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0627\u0642\u0639\u0627 \u062c\u0627\u0644\u0628\u06cc \u06a9\u0647 \u0622\u0646\u0647\u0627 \u062d\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0635\u062f\u0627\u060c \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u06cc\u0627 \u062d\u062a\u06cc \u0622\u0647\u0646\u06af\u0633\u0627\u0632\u06cc. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 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