Instructions to use buelfhood/SOCO-Java-UnixCoder-Softmax-PairClass-VAST-ep2-bs32-noEval with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries
How to use buelfhood/SOCO-Java-UnixCoder-Softmax-PairClass-VAST-ep2-bs32-noEval with sentence-transformers:
from sentence_transformers import SentenceTransformer

model = SentenceTransformer("buelfhood/SOCO-Java-UnixCoder-Softmax-PairClass-VAST-ep2-bs32-noEval")

sentences = [
    "import java.io.*;\nimport java.net.*;\n\n\n\n\n\n\n\n\n\n\n\npublic class Dictionary\n{\n   private String urlString = \"http://sec-crack.cs.rmit.edu./SEC/2/index.php\";\n   private static String password;\n   private static int length;          \n   private static int t_counter;       \n   private static int f_counter;       \n                                       \n   private static int respCode;        \n   private static BufferedReader buf;  \n\n   public Dictionary()\n   {\n      FileReader fRead;\n      Authenticator.setDefault(new DictionaryAuthenticator());\n      t_counter = 0;\n      f_counter = 0;\n      length = 0;\n\n      try\n      {\n         fRead = new FileReader(\"/usr/share/lib/dict/words\");\n         buf = new BufferedReader(fRead);\n      }\n      catch (FileNotFoundException e)\n      {\n         System.out.println(\"File not found\");\n      }\n   }\n\n   public static void main(String[] args)\n   {\n      Dictionary dict = new Dictionary();\n      String file = \" \";\n      while(respCode != 200 )\n      {\n         file = dict.fetchURL();\n      }\n      System.out.println(\"Number of attempts: \" + t_counter);\n      System.out.println(\"Password: \" + password);\n      System.out.println(file);\n   }\n\n   private String fetchURL()\n   {\n      StringWriter sw = new StringWriter();\n      PrintWriter pw = new PrintWriter();\n\n      try\n      {\n         URL url = new URL(urlString);\n         HttpURLConnection huc = (HttpURLConnection)url.openConnection();\n         respCode = huc.getResponseCode();\n         InputStream content = huc.getInputStream();\n         BufferedReader in = \n            new BufferedReader (new InputStreamReader (content));\n         String line;\n         while ((line = in.readLine()) != null) \n         {\n            pw.println(line);\n         }\n      } catch (IOException e) {\n         pw.println(\"Error  URL\");\n      }\n      return sw.toString();\n   }\n            \n   class DictionaryAuthenticator extends Authenticator \n   {\n      private String username = \"\";\n\n      protected PasswordAuthentication getPasswordAuthentication()\n      {\n         return new PasswordAuthentication(username,generatePassword());\n      }\n\n      protected char[] generatePassword()\n      {\n         String word = null;\n         int chars;\n         char c[] = null;\n \n         chars = 0;\n       \n         if(f_counter == 0) \n         \n         \n         { \n            try\n            {\n               \n               {\n                  word = buf.readLine();\n                  if(word != null)\n                  {\n                     length = word.length();\n                     chars = 0;\n                     for(int i=0; i<length; i++)\n                     {\n                        if(Character.isLetter(word.charAt(i))) chars++;\n                     }\n                  }\n               }\n               while( word != null && (length > 3 || chars != length));\n\n            }\n            catch (IOException ioe)\n            {\n               System.out.println(\"IO Error: \" + ioe);\n            }\n\n            if(word != null)\n            {\n               c = word.toCharArray(); \n               password = new String(c);\n            } \n            else\n            {\n               System.out.println(\" more words in dictionary\");\n               System.exit(0);\n            }\n\n            f_counter++;\n         } \n         else\n         \n         {\n            c = password.toCharArray(); \n            for(int i=0; i< length; i++)\n            {\n               if(Character.isLowerCase(c[i]))\n               {\n                  c[i] = Character.toUpperCase(c[i]);\n               }\n               else\n               {\n                  c[i] = Character.toLowerCase(c[i]);\n               }\n            }\n            password = new String(c);\n            f_counter = 0;\n         }\n\n         t_counter++;\n\n         return c;\n      }\n   }\n}\n",
    "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class Dictionary {\n\n  public static void main(String args[])\n  {\n  int i,j,k;\n  String pass = new String();\n  String UserPass = new String();\n  String status = new String();\n  String status1 = new String();\n  BasicAuth auth = new BasicAuth();\n  URLConnection  connect;\n   int start,end,diff;\n  try {\n               URL url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n              start =System.currentTimeMillis();\n\n               BufferedReader dis = new BufferedReader(new FileReader(\"words\"));\n\n\n         while ((pass = dis.readLine()) != null)\n          {\n\n\n              UserPass= auth.encode(\"\",pass);\n\n              connect = url.openConnection();\n              connect.setDoInput(true);\n              connect.setDoOutput(true);\n\n              connect.setRequestProperty(\"Host\",\"sec-crack.cs.rmit.edu.\");\n              connect.setRequestProperty(\"Get\",\"/SEC/2/ HTTP/1.1\");\n              connect.setRequestProperty(\"Authorization\",\" \" + UserPass);\n              connect.connect();\n              status =connect.getHeaderField(0);\n              status1 = status.substring( 9,12);\n             if (status.equalsIgnoreCase(\"HTTP/1.1 200 OK\"))\n              {\n              System.out.println(\"Password is \" + pass);\n              end=System.currentTimeMillis();\n              diff = end - start;\n              System.out.println(\"Time Taken = \" + (diff/1000) + \" secs\");\n              System.exit(0);\n              }\n              ((HttpURLConnection)connect).disconnect();\n              connect = null;\n            }\n\n            System.out.println(\" match found\");\n\n            dis.close();\n            dis=null;\n\n            connect = null;\n\n     }\n\n    catch (MalformedURLException malerr)\n  {\n  System.err.println(\"Unable  Open URL\" + malerr);\n  }\n\n  catch (Exception ioerr)\n  {\n  System.err.println(\"Unable  open file\" + ioerr);\n  }\n\n\n\n\n  }\n}",
    "\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic class BruteForce\n{\n public final static int TOTAL_TIMES=52*52*52;\n public char[] passwd;\n public static void main(String[] args) throws IOException\n {\n  BruteForce bf=new BruteForce();\n  System.out.println(\" cracking...\");\n   time1=new Date().getTime();\n  bf.doBruteForce(time1);\n\t time2=new Date().getTime();\n\tSystem.out.println(\"Finish cracking.\");\n\tSystem.out.println(\" password found.\");\n  System.out.println(\"costs \"+(time2-time1)+\" milliseconds\");\n  System.exit(1);\n }\n\n void doBruteForce(int time1) throws IOException\n {\n  passwd=new char[3];\n  Runtime rt=Runtime.getRuntime();\n   num=0;\n  for(int i=(int)'z';i>=(int)'A';i--)\n  {\n    if(i==96)\n     i=90;\n    passwd[0]=(char)i;\n    for(int j=(int)'z';j>=(int)'A';j--)\n    {\n     if(j==96)\n      j=90;\n     passwd[1]=(char)j;\n     for(int k=(int)'z';k>=(int)'A';k--)\n     {\n      if(k==96)\n       k=90;\n      passwd[2]=(char)k;\n      String password=new String(passwd);\n\t\t\ttry\n      {\n\t\t\t\tnum++;\n\n\t\t\t\t\n\t\t\t\tProcess p=rt.exec(\"lynx -auth=:\"+password+\" -source http://sec-crack.cs.rmit.edu./SEC/2/index.php\");\n\t\t\t\t\n\t\t\t\tString ln = (new BufferedReader(new InputStreamReader(p.getInputStream()))).readLine();\n\t      p.destroy();\n\n\t\t\t\tif(ln!=null)\n        \n        if(ln.toCharArray()[0]=='C'&&ln.toCharArray()[1]=='o')\n        {\n\n          System.out.println(password);\n\t\t\t\t\tSystem.out.println(\"Finish cracking.\");\n\t\t\t\t\tSystem.out.println(ln);\n\t\t\t\t\tSystem.out.println(\"password is \"+password);\n           time2=new Date().getTime();\n          System.out.println(\"costs \"+(time2-time1)+\" milliseconds\");\n          System.out.println(\"The number of attempts is \"+num);\n\t\t      System.exit(1);\n        }\n        \n        \n\n      } catch (FileNotFoundException exc) {\n        System.out.println (\"File Not Found\");\n\t\t\t\tk++;\n      } catch (IOException exc) {\n\t\t    System.out.println (\"IOException\");\n        k++;\n      } catch (NullPointerException exc) {\n\t\t    System.out.println (\"NullPointerException\");\n        k++;\n\t  \t}\n\n     }\n    }\n  }\n }\n}\n",
    "\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic class BruteForce\n{\n public final static int TOTAL_TIMES=52*52*52;\n public char[] passwd;\n public static void main(String[] args) throws IOException\n {\n  BruteForce bf=new BruteForce();\n  System.out.println(\" cracking...\");\n   time1=new Date().getTime();\n  bf.doBruteForce(time1);\n\t time2=new Date().getTime();\n\tSystem.out.println(\"Finish cracking.\");\n\tSystem.out.println(\" password found.\");\n  System.out.println(\"costs \"+(time2-time1)+\" milliseconds\");\n  System.exit(1);\n }\n\n void doBruteForce(int time1) throws IOException\n {\n  passwd=new char[3];\n  Runtime rt=Runtime.getRuntime();\n   num=0;\n  for(int i=(int)'z';i>=(int)'A';i--)\n  {\n    if(i==96)\n     i=90;\n    passwd[0]=(char)i;\n    for(int j=(int)'z';j>=(int)'A';j--)\n    {\n     if(j==96)\n      j=90;\n     passwd[1]=(char)j;\n     for(int k=(int)'z';k>=(int)'A';k--)\n     {\n      if(k==96)\n       k=90;\n      passwd[2]=(char)k;\n      String password=new String(passwd);\n\t\t\ttry\n      {\n\t\t\t\tnum++;\n\n\t\t\t\t\n\t\t\t\tProcess p=rt.exec(\"lynx -auth=:\"+password+\" -source http://sec-crack.cs.rmit.edu./SEC/2/index.php\");\n\t\t\t\t\n\t\t\t\tString ln = (new BufferedReader(new InputStreamReader(p.getInputStream()))).readLine();\n\t      p.destroy();\n\n\t\t\t\tif(ln!=null)\n        \n        if(ln.toCharArray()[0]=='C'&&ln.toCharArray()[1]=='o')\n        {\n\n          System.out.println(password);\n\t\t\t\t\tSystem.out.println(\"Finish cracking.\");\n\t\t\t\t\tSystem.out.println(ln);\n\t\t\t\t\tSystem.out.println(\"password is \"+password);\n           time2=new Date().getTime();\n          System.out.println(\"costs \"+(time2-time1)+\" milliseconds\");\n          System.out.println(\"The number of attempts is \"+num);\n\t\t      System.exit(1);\n        }\n        \n        \n\n      } catch (FileNotFoundException exc) {\n        System.out.println (\"File Not Found\");\n\t\t\t\tk++;\n      } catch (IOException exc) {\n\t\t    System.out.println (\"IOException\");\n        k++;\n      } catch (NullPointerException exc) {\n\t\t    System.out.println (\"NullPointerException\");\n        k++;\n\t  \t}\n\n     }\n    }\n  }\n }\n}\n"
]
embeddings = model.encode(sentences)

similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4]
Notebooks
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Kaggle
SOCO-Java-UnixCoder-Softmax-PairClass-VAST-ep2-bs32-noEval / model.safetensors
buelfhood
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