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Today we bring the solution of EM derivation for mixed Gaussian model.All codes are as follows!def Ndimensiongaussian (X_vector,u_mean,covariancematrix): #X =numpy.mat (x_vector) x=x_vector D=numpy.shape (X) [0] #U =numpy.mat (U_mean) U=u_mean #CM =numpy.mat (covariancematrix) Cm=covariancematrix y=x-u temp=y.transpose ( ) * CM. I * Y result= (1.0/((2*NUMPY.PI) * * (D/2))) * (1.0/(Numpy.linalg.det (CM) **0.5)) *numpy.exp ( -0.5*temp) return resultdef Cal Mean (x): D,n=numpy.shape (x)

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Baidu Internet Disk external chain proxy --> $velocityCount--> --> [File] index. php $ Url, 'Folder' => $ folder, 'file' => $ file, 'picname' => $ picName, 'filename' => $ fileName ); class BaiduPanProxy {private $ uk; private $ Upload ID; private $ path; // folder path private $ file; // specify the file name private $ size when the output is an image; // specify the size of the output image as private $ method; // output method private $ folde

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conversion--put Request */Public Function Changeuserole ($token) {//data to put $params = array (); $params = Json_encode ($params, 64|256); $uri = "/xxx/xxx/xxx/". $token. " /"; $response = $this->getcurldata ($uri, $params, "put"); $result = Json_decode ($response, true); Dump ($result);d ie; return $result; }//There is also a Delete method for you to refer to the documentation for yourself. The above 3 request methods are a single request (that is, r

conversion--put Request */Public Function Changeuserole ($token) {//data to put $params = array (); $params = Json_encode ($params, 64|256); $uri = "/xxx/xxx/xxx/". $token. " /"; $response = $this->getcurldata ($uri, $params, "put"); $result = Json_decode ($response, true); Dump ($result);d ie; return $result; }//There is also a Delete method for you to refer to the documentation for yourself. The above 3 request methods are a single request (that is, r

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); die; return $ result;} // there is also a delete method. You can refer to the document for debugging. The above three request methods are all single requests (that is, one request) * ************** PHP built-in function curl_multi_get_contents function (thinkphp comes with this function, you can fine-tune it ): /*** the batch request has been called through * curl multi POST Data **/public function curl_multi_get_contents ($ url = array (), $ param = array (), $ timeout = 1000) {$ userAgent =

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PHP IP address format detection function Copy Code code as follows: function Checkip ($IP) { $ip = Str_replace ("", "", $IP); $ip = Strtolower ($IP); $ip = Str_replace ("http://", "", $IP); $ip = Str_replace ("https://", "", $IP); if (Preg_match ('/[a-za-z_-]/', $ip)) { if (Preg_match ('/^) ([\w-]+\.) + ((COM) | (NET) | (org) | (gov\.cn) | (info) | (cc) | (com\.cn) | (net\.cn) | (org\.cn) | (name) | (Biz) | (TV) | (CN) | (mobi) | (name) | (SH) | (AC) | (IO) | (TW) | (com\.tw)

+ ""; } catch (er) { txt=txt + " "; } } xx=x[i].getElementsByTagName("ARTIST"); { try { txt=txt + " " + xx[0].firstChild.nodeValue + ""; } catch (er) { txt=txt + " "; } } txt=txt + " "; } txt=txt + " "; document.getElementById('txtCDInfo').innerHTML=txt; } }xmlhttp.open("GET",url,true);xmlhttp.send();}《script》Get CD info The content of the xml file is as follows: Empire BurlesqueBob Dylan

+ ""; } catch (er) { txt=txt + " "; } } xx=x[i].getElementsByTagName("ARTIST"); { try { txt=txt + " " + xx[0].firstChild.nodeValue + ""; } catch (er) { txt=txt + " "; } } txt=txt + " "; } txt=txt + " "; document.getElementById('txtCDInfo').innerHTML=txt; } }xmlhttp.open("GET",url,true);xmlhttp.send();}《script》Get CD info The content of the xml file is as follows: Empire BurlesqueBob Dylan

.bit.edu.cn Google-google chrome 3/3 No software package is available: google-chrome-statble. Error: No need to handle [Root @ localhost/] # wget http://chrome.richardlloyd.org.uk/install_chrome.sh -- 17:51:57 -- http://chrome.richardlloyd.org.uk/install_chrome.sh Parsing host chrome.richard dlloyd.org. uk (chrome.richard dlloyd.org. uk)... 193.110.246.53 Connecting chrome.richard dlloyd.org.

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XXX, in the evening to engage in three hours or so, just feel clear.Multiple IDs should be aware of uniqueness.In Django, the uniqueness of each cycle is also tricky.Number of the parent loop{{Forloop.parentloop.counter}}Number of self-loops{{Forloop.counter}}DivID= "my-id{{forloop.parentloop.counter}}-{{Forloop.counter}}"class= "Uk-modal" > Divclass= "Uk-modal-dialog u