updated model 2.0

AJAYK-01 · Mar 27, 2021 · 302733f · 302733f
2 parents e26caf2 + dddaacc
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diff --git a/data/csvfiller.py b/data/csvfiller.py
@@ -0,0 +1,26 @@
+import csv
+count=-1
+content_less=0
+with open('newdatatemp.csv', 'r') as file:
+    reader = csv.reader(file)
+    newreader=[]
+    for row in reader:
+        count=count+1
+        if(count==0):
+            continue
+        try:
+            if(str(row[1])==""):
+                row[1]=row[0]
+                row[1].replace('"','')
+            newreader.append(row[1:])
+        except:
+            print("error",count)
+
+    file = open('try.csv', 'w+', newline ='')
+    with file:
+        write = csv.writer(file)
+        write.writerows(newreader)
+
+
+
+
diff --git a/data/data.json b/data/data.json
diff --git a/data/dataset.csv b/data/dataset.csv
diff --git a/data/file_generator.py b/data/file_generator.py
@@ -1,18 +1,18 @@
 import csv
 from pathlib import Path
 
-with open('dataset.csv', 'r', encoding="utf8") as file:
+with open('try.csv', 'r', encoding="utf8") as file:
     reader = csv.reader(file)
-    pos = 0
-    neg = 0
+    pos = 160
+    neg = 160
     for row in reader:
         if row[1] == "1":
-            with open("pos/"+ "relevant" + str(pos) + '.txt', 'a', encoding="utf8") as fil:
+            with open("pos_train/"+ "relevant" + str(pos) + '.txt', 'a', encoding="utf8") as fil:
                 fil.write(row[0])
                 pos += 1
                 print(pos,neg)
         else:
-            with open("neg/"+ "irrelevant" + str(neg) + '.txt', 'a', encoding="utf8") as fil:
+            with open("neg_train/"+ "irrelevant" + str(neg) + '.txt', 'a', encoding="utf8") as fil:
                 fil.write(row[0])
                 neg += 1
                 print(pos,neg)

diff --git a/data/json2csv.py b/data/json2csv.py
@@ -0,0 +1,32 @@
+import json
+import csv
+
+with open('data.json') as json_file:
+    data = json.load(json_file)
+
+
+
+data_file = open('newdata.csv', 'w')
+
+# create the csv writer object
+csv_writer = csv.writer(data_file)
+
+# Counter variable used for writing 
+# headers to the CSV file
+count = 0
+
+print(len(data))  
+
+for column in data:
+    if count == 0:
+
+        # Writing headers of CSV file
+        header = column.keys()
+        csv_writer.writerow(header)
+        count += 1
+
+    # Writing data of CSV file
+    print(len(column.values()))
+    csv_writer.writerow(column.values())
+
+data_file.close()
diff --git a/data/neg_test/irrelevant161.txt → data/neg_test/irrelevant270.txt b/data/neg_test/irrelevant161.txt → data/neg_test/irrelevant270.txt
diff --git a/data/neg_test/irrelevant271.txt b/data/neg_test/irrelevant271.txt
@@ -0,0 +1 @@
+Webinar on Industry Academia Collaboration for Fourth Industrial Revolution
diff --git a/data/neg_test/irrelevant164.txt → data/neg_test/irrelevant272.txt b/data/neg_test/irrelevant164.txt → data/neg_test/irrelevant272.txt
diff --git a/data/neg_test/irrelevant165.txt → data/neg_test/irrelevant273.txt b/data/neg_test/irrelevant165.txt → data/neg_test/irrelevant273.txt
diff --git a/data/neg_train/irrelevant160.txt b/data/neg_train/irrelevant160.txt
@@ -0,0 +1 @@
+Rejury for B.Arch -Architectural Design/Basic Design-Reg
diff --git a/data/neg_train/irrelevant161.txt b/data/neg_train/irrelevant161.txt
@@ -0,0 +1 @@
+ It is hereby notified to the attention of those concerned that the course 01ME6405- WorkSystemsbranchEngineering (Slot D) of M.Tech S1(R,S) Part-Time (Mechanical EngineeringwithspecialisationinIndustrialEngineering) Examination, December 2020is scheduled to be conducted on 22/04/2021, Thursday (9:30 am - 12:30 pm).
diff --git a/data/neg_train/irrelevant162.txt b/data/neg_train/irrelevant162.txt
@@ -0,0 +1 @@
+ This is to notify that the result of Ph.D Even Semester Examinations May 2020 (Trivandrum, Kottayam, Alappuzha & PTA, Ernakulam I and Palakkad Clusters) is published herewith. Details of the results are available in the student login
diff --git a/data/neg_train/irrelevant163.txt b/data/neg_train/irrelevant163.txt
@@ -0,0 +1 @@
+Call for Judges - Women Faculty Members as Judges for Finastra IWD Hackathon
diff --git a/data/neg_train/irrelevant164.txt b/data/neg_train/irrelevant164.txt
@@ -0,0 +1 @@
+ It is hereby notified that the students appearing for MBA S1 (R) Exam March 2021 (2020 scheme) and MBA T5 (R,S) Exam April 2021 can apply for change of exam centre through student login in KTU portal upto to 25.03.2021, Thursday.
diff --git a/data/neg_train/irrelevant165.txt b/data/neg_train/irrelevant165.txt
@@ -0,0 +1 @@
+APJAKTU - Academic - Nation wide blood donation drive on the 90th martyrdom day of Shaheed E-Azam Bhagath Singh, Rajguru and Sukhdev on 23/03/2021 - regarding.
diff --git a/data/neg_train/irrelevant166.txt b/data/neg_train/irrelevant166.txt
@@ -0,0 +1 @@
+ It is hereby notified that the result of MCA Integrated S6 (R) Exam May 2020 is published. The detailed results are available under 'Results' tab of the University website and College login.
diff --git a/data/neg_train/irrelevant167.txt b/data/neg_train/irrelevant167.txt
@@ -0,0 +1 @@
+ It is hereby informed that the supplementary registration to M.Tech S1 (R,S) (FT & PT) Exams Dec 2020 is opened. Students are directed to register and pay the fee at their College offices on or before 23.03.2021, Tuesday. Request submission by Colleges to University through portal: on or before 24.03.2021, Wednesday.
diff --git a/data/neg_train/irrelevant168.txt b/data/neg_train/irrelevant168.txt
@@ -0,0 +1 @@
+ The results of M.Tech S2(R) Exam May 2020 Kannur, Ernakulam II, Alappuzha & PTA Clusters are published. The detailed results are available under 'Results' tab of the University website and college login.
diff --git a/data/neg_train/irrelevant169.txt b/data/neg_train/irrelevant169.txt
@@ -0,0 +1 @@
+Session on  Simulation of Autonomous Robotic Systems
diff --git a/data/neg_train/irrelevant170.txt b/data/neg_train/irrelevant170.txt
@@ -0,0 +1 @@
+it is hereby informed that the supplementary registration to MBA T5 (R,S) (FT & PT) Exams April 2021 is opened. Students are directed to register and pay the fee at their College offices on or before 19.03.2021, Friday. Request submission by Colleges to University through portal: on or before 20.03.2021, Saturday.
diff --git a/data/neg_train/irrelevant171.txt b/data/neg_train/irrelevant171.txt
@@ -0,0 +1 @@
+ The revised detailed Time Table of MBA S1 Regular (2020 scheme) Examinations March 2021(including Part-Time) is published herewith.
diff --git a/data/neg_train/irrelevant172.txt b/data/neg_train/irrelevant172.txt
@@ -0,0 +1 @@
+ APJ Abdul Kalam Technological University, Kerala invites applications from eligiblecandidates for Ph.D. admission in colleges affiliated to the University. Application must besubmitted online as specified in the website (app.ktu.edu.in). Last date for submission ofapplication is 31.03.2021. Further details regarding the notification and the Syllabus forPh.D. Entrance Examination 2020-21, are attached herewith.
diff --git a/data/neg_train/irrelevant173.txt b/data/neg_train/irrelevant173.txt
@@ -0,0 +1 @@
+ It is hereby informed that result of M.Tech S2 (R) Exam May 2020 (Kottayam cluster) is published. See notification for more details
diff --git a/data/neg_train/irrelevant174.txt b/data/neg_train/irrelevant174.txt
@@ -0,0 +1 @@
+ It is hereby notified that the result of B.Arch S6 Exam May 2020 is published. Please download the Notification for more details.
diff --git a/data/neg_train/irrelevant175.txt b/data/neg_train/irrelevant175.txt
@@ -0,0 +1 @@
+Shortlisted student details for the interview
diff --git a/data/neg_train/irrelevant176.txt b/data/neg_train/irrelevant176.txt
@@ -0,0 +1 @@
+ The result of MCA Integrated S4 (R) Exam May 2020 is published. Thedetailed results are available under 'Results' tab of the University website and College login.
diff --git a/data/neg_train/irrelevant177.txt b/data/neg_train/irrelevant177.txt
@@ -0,0 +1 @@
+ I t is hereby notified to the attention of those concerned that the slot P - Research and Publication Ethics (PhD only)scheduled to be conducted on 09.04.2021 has been postponed to 28.04.2021, Wednesday, ( 9.30 AM to 12.30 PM.)
diff --git a/data/neg_train/irrelevant178.txt b/data/neg_train/irrelevant178.txt
@@ -0,0 +1 @@
+ The detailed Time Table of MBA T5 (R,S) (including Part-Time) and T8(R) Part-TimeExaminations April 2021 is published herewith.
diff --git a/data/neg_train/irrelevant179.txt b/data/neg_train/irrelevant179.txt
@@ -0,0 +1 @@
+ The result of MCA S4 (R) Exam May 2020 is published. The detailed resultsare available under 'Results' tab of the University website and College login.
diff --git a/data/neg_train/irrelevant180.txt b/data/neg_train/irrelevant180.txt
@@ -0,0 +1 @@
+ "Ujjaini" is a virtual startup ideation and incubation program exclusively for Women faculty members of KTU colleges.The inauguration of the program is scheduled for Monday, March 8, 2021 at 3 PM IST by our Hon. VC. Other speakers for the session are :1. Dr. P.V Unnikrishnan, Strategic Advisor K-DISC2. Mr. Tapan Rayaguru, CEO Kerala Startup Mission3. Dr. Chandra Vadhana, CEO PrayaanaMeeting ID: 885 1642 0861Passcode: 351890
diff --git a/data/neg_train/irrelevant181.txt b/data/neg_train/irrelevant181.txt
@@ -0,0 +1 @@
+Provision to apply for UG and PG Official Transcript through e- portal - reg
diff --git a/data/neg_train/irrelevant182.txt b/data/neg_train/irrelevant182.txt
@@ -0,0 +1 @@
+ The detailed Time Table of MBA S1 Regular (2020 scheme) Examinations March 2021(including Part-Time) is published herewith.
diff --git a/data/neg_train/irrelevant183.txt b/data/neg_train/irrelevant183.txt
@@ -0,0 +1 @@
+ The result of MCA (INT) S2 (S) Exam Sept 2020 is published herewith. The detailed results are available in student and college login.
diff --git a/data/neg_train/irrelevant184.txt b/data/neg_train/irrelevant184.txt
@@ -0,0 +1 @@
+Last date to submit abstract for the CSI-InApp Project Awards,  in which APJ Abdul Kalam Technological University is associating as the Academic partner, has been extended to April 10, 2021.
diff --git a/data/neg_train/irrelevant185.txt b/data/neg_train/irrelevant185.txt
@@ -0,0 +1 @@
+APJAKTU - Detailed Time Table of MBA S1 Regular (2020 scheme) March 2021 Examinations - Notification - reg:
diff --git a/data/neg_train/irrelevant186.txt b/data/neg_train/irrelevant186.txt
@@ -0,0 +1 @@
+ The detailed Time Table of MBA T5 Regular and Supplementary ExaminationsApril 2021 (including Part-Time) is published herewith.
diff --git a/data/neg_train/irrelevant187.txt b/data/neg_train/irrelevant187.txt
@@ -0,0 +1,2 @@
+ It is hereby notified that students appearing for MCA S3 (R,S) Exam Dec 2020, MCA 2nd Yr Direct S1 (S) Exam Dec 2020 and MCA Integrated S3 (R,S) Exam Dec 2020 can apply for change of exam centre through student login in KTU portal up to 05.03.2021, Friday. Download the Notification for more details. Please see the Guidelines before applying through portal.
+Guidelines - Centre change
diff --git a/data/neg_train/irrelevant188.txt b/data/neg_train/irrelevant188.txt
@@ -0,0 +1 @@
+Formation of District-wise Examination Squads(DES)
diff --git a/data/neg_train/irrelevant189.txt b/data/neg_train/irrelevant189.txt
@@ -0,0 +1 @@
+M.TECH S2 (R) Exam May 2020 Trivandrum, Ernakulam I, Palakkad, Kollam, Thrissur and Calicut Clusters - Publication of Results - Notified - Reg.
diff --git a/data/neg_train/irrelevant190.txt b/data/neg_train/irrelevant190.txt
@@ -0,0 +1 @@
+ It is hereby notified that the result of M.Tech S2 (S) Exam Sept 2020 Palakkad Cluster is published. Thedetailed results are available under the 'Results' tab of the University website and College login.Candidates who desire to apply for the copy of the answer scripts can register through the portal from01.03.2021 till 06.03.2021 (date applicable for both student and college) by remitting a fee of ₹500. Laterequests for answer scripts will not be allowed.
diff --git a/data/neg_train/irrelevant191.txt b/data/neg_train/irrelevant191.txt
@@ -0,0 +1 @@
+ It is hereby notified that the result of MCA S2 (S) Exam Sept 2020 is published herewith. The detailedresults are available in student and college login.Candidates who desire to apply for the copy of the answer scripts can register through the portalfrom 01.03.2021 till 06.03.2021 (date applicable for both student and college) by remitting a fee of₹500. Late requests for answer scripts will not be allowed.
diff --git a/data/neg_train/irrelevant192.txt b/data/neg_train/irrelevant192.txt
@@ -0,0 +1 @@
+Extension of class duration of S1 UG Programmes/M.Tech/MCA/Int MCA/M.Plan/ M.Arch regarding:-Revised
diff --git a/data/neg_train/irrelevant193.txt b/data/neg_train/irrelevant193.txt
@@ -0,0 +1 @@
+ The result of M.Tech S2(S) Exam Sept 2020 Ernakulam II Cluster is published herewith. The detailed results are available instudent and college login.
diff --git a/data/neg_train/irrelevant194.txt b/data/neg_train/irrelevant194.txt
@@ -0,0 +1 @@
+Applications are invited to the following positions in APJ Abdul Kalam Technological University:
diff --git a/data/neg_train/irrelevant195.txt b/data/neg_train/irrelevant195.txt
@@ -0,0 +1 @@
+ The results of M.Tech S2(S) Exam Sept 2020 Kannur and Ernakulam I Clusters are published herewith. The detailed results are available in student andcollege login.
diff --git a/data/neg_train/irrelevant196.txt b/data/neg_train/irrelevant196.txt
@@ -0,0 +1 @@
+ The results of M.Tech S1 (S) Exam Oct 2020, MTech S2 (S) Exam Sept2020 Trivandrum and Calicut Clusters are published herewith.The detailed results are available in Student and College login.
diff --git a/data/neg_train/irrelevant197.txt b/data/neg_train/irrelevant197.txt
@@ -0,0 +1 @@
+ The revised time table slots of MCA ( Regular - S1 & S3 / 2nd Year Direct - S1 / Integrated - S1,S3, S5 & S7) Regular and Supplementary December 2020 Examinations are published herewith.
diff --git a/data/neg_train/irrelevant198.txt b/data/neg_train/irrelevant198.txt
@@ -0,0 +1 @@
+Virtual Startup incubation program exclusively for Women Faculty members of KTU colleges
diff --git a/data/neg_train/irrelevant199.txt b/data/neg_train/irrelevant199.txt
@@ -0,0 +1,2 @@
+Inauguration :Dr KM Abraham IAS, Chairman K DISC  
+Keynote Address :C.Balagopal , Founder Terumo Penpol
diff --git a/data/neg_train/irrelevant200.txt b/data/neg_train/irrelevant200.txt
@@ -0,0 +1 @@
+ It is hereby notified that the results of M.Tech S1(S) Exam Oct 2020 Kottayam, Thrissur Clusters andM.Tech S2(S) Exam Sept 2020 Kottayam Cluster are published. The detailed results are availableunder the 'Results' tab of the University website and College login.
diff --git a/data/neg_train/irrelevant201.txt b/data/neg_train/irrelevant201.txt
@@ -0,0 +1 @@
+ It is hereby notified that the results of M.Tech S1 (S) Exam Oct 2020 Ernakulam I Cluster, M.Tech S1(PT) (S) Exam Oct 2020, M.Tech S2 (S) Exam Sept 2020 (PT)Trivandrum Cluster are publishedherewith. The detailed results are available in student and college login.
diff --git a/data/neg_train/irrelevant202.txt b/data/neg_train/irrelevant202.txt
@@ -0,0 +1 @@
+ APJ Abdul Kalam Technological University is organising an online interactive session on ThinkSwiss Research Scholarships 2021 on February 22 at 3 PM.
diff --git a/data/neg_train/irrelevant203.txt b/data/neg_train/irrelevant203.txt
@@ -0,0 +1 @@
+ The results of MCA S4 (S) Exam Sept 2020, MCA 2ND YR DIRECT S2 (S) Exam Sept 2020 are published herewith. The detailed results are available in Student and College login.
diff --git a/data/neg_train/irrelevant204.txt b/data/neg_train/irrelevant204.txt
@@ -0,0 +1,3 @@
+Guidelines-Infosys Online Test
+Update on Infosys Campus Recruitment Programme 2021 
+KTU State Level Drive--Test Shortlist
diff --git a/data/neg_train/irrelevant205.txt b/data/neg_train/irrelevant205.txt
@@ -0,0 +1,5 @@
+ It gives immense pleasure to cordially invite you for the inauguration of APJ Abdul Kalam Technological University Campus Project by the honourable Chief Minister Sri. Pinarayi Vijayan  on 16th February 2021. The function would be presided by the honourable minister for Higher Education Dr. K. T. Jaleel 
+Venue : Rohini Auditorium, Vilappilsala 
+Arrangements are also made to view the programme online in the  following links
+Requesting your esteemed presence.
+APJ Abdul Kalam Technological University.
diff --git a/data/neg_train/irrelevant206.txt b/data/neg_train/irrelevant206.txt
@@ -0,0 +1 @@
+Postponement of the course RLMCA305 (Cryptography & Cyber Security) of MCA (Regular) S5 (R&S)and MCA (2nd Year Direct) S3 (S) and MCA (Integrated) S9(R) December 2020 examination (Revised)- Reg:
diff --git a/data/neg_train/irrelevant207.txt b/data/neg_train/irrelevant207.txt
@@ -0,0 +1 @@
+Revised Time Table Slots of M.Tech S3 (Full Time) and M.Tech S5 (Part- Time) Regular and Supplementary Examinations December 2020 - reg:
diff --git a/data/neg_train/irrelevant208.txt b/data/neg_train/irrelevant208.txt
@@ -0,0 +1 @@
+Academic- Request for time extension of the program- valid documents in support of the claim- called for- reg
diff --git a/data/neg_train/irrelevant209.txt b/data/neg_train/irrelevant209.txt
@@ -0,0 +1 @@
+ The revised detailed Time Table of M.Arch/M.Plan S3 Regular and Supplementary December 2020 Examinations are published herewith.
diff --git a/data/neg_train/irrelevant210.txt b/data/neg_train/irrelevant210.txt
@@ -0,0 +1 @@
+ It is hereby notified to the attention of all concerned that the course RLMCA305 (Cryptography & CyberSecurity) of MCA (Regular) S5 (R&S) and MCA (2nd Year Direct) S3 (S) December 2020 examination scheduled on 19.02.2021,Wednesday stands postponed to 26.02.2021, Friday, FN.
diff --git a/data/neg_train/irrelevant211.txt b/data/neg_train/irrelevant211.txt
@@ -0,0 +1 @@
+ The results of M.Tech S1 (S) Exam Oct 2020 Kannur, Alappuzha &PTA are published herewith. The detailed results are available in student and college login.
diff --git a/data/neg_train/irrelevant212.txt b/data/neg_train/irrelevant212.txt
@@ -0,0 +1 @@
+ Vide reference cited above, the SWAYAM Massive open online courses conducted by theUniversity of Calicut has been intimated. Accordingly the University of Calicut is offering 17MOOC courses in January semester 2021 SWAYAM platform. The list of courses are attachedalong with the communication and the details are available in the website www.swayam.gov.in.The SWAYAM Massive Open Online Courses of University of Calicut, details of which areattached herewith, shall be popularized among students and faculties of the Institution.
diff --git a/data/neg_train/irrelevant213.txt b/data/neg_train/irrelevant213.txt
@@ -0,0 +1 @@
+Details of the upcoming stages in the Infosys Campus Recruitment Program for 2020-21
diff --git a/data/neg_train/irrelevant214.txt b/data/neg_train/irrelevant214.txt
@@ -0,0 +1 @@
+ The results of M.Tech S3 (S) Exam Sept 2020 (PT), M.Tech S1 (S) Exam Oct 2020 Palakkad and Ernakulam II Clusters are published herewith. The detailed results are available in student and college login.
diff --git a/data/neg_train/irrelevant215.txt b/data/neg_train/irrelevant215.txt
@@ -0,0 +1 @@
+ It is hereby notified that the results of MCA S5 (S) Exam Sept 2020, MCA Second Year Direct S3 (S) Exam Sept 2020 are published. The detailed results are available under the 'Results' tab of the Universitywebsite and College login.
diff --git a/data/neg_train/irrelevant216.txt b/data/neg_train/irrelevant216.txt
@@ -0,0 +1 @@
+ The detailed Time Table of M.Arch (Environmental Design) S1 Regular December 2020Examinations is published herewith.
diff --git a/data/neg_train/irrelevant217.txt b/data/neg_train/irrelevant217.txt
@@ -0,0 +1 @@
+ Request for Nomination from the Principal (in official letterhead) to be mailed to iac@ktu.edu.in by February 16, 2021.
diff --git a/data/neg_train/irrelevant218.txt b/data/neg_train/irrelevant218.txt
@@ -0,0 +1 @@
+ The results of M.Tech S4 (R) (PT) Exam May 2020, MCA S2 (R) Exam May 2020, M.Plan S2 (R) Exam May 2020, M.Arch S2 (R) Exam May 2020, MCA Integrated S2 (R) Exam May 2020 are published herewith. The detailed results are available in Student and College login.
diff --git a/data/neg_train/irrelevant219.txt b/data/neg_train/irrelevant219.txt
@@ -0,0 +1 @@
+ Mapped faculty members from CSE/ IT from KTU affiliated colleges will be considered as judges for CSI-Inapp International Student Project Awards 2021. Last Date to apply is February 20, 2021.
diff --git a/data/neg_train/irrelevant220.txt b/data/neg_train/irrelevant220.txt
@@ -0,0 +1 @@
+ The aim of the program is to promote research opportunities in Switzerland for Indian, Australian, and Singapore students. Apply by February 28, 2021.
diff --git a/data/neg_train/irrelevant221.txt b/data/neg_train/irrelevant221.txt
@@ -0,0 +1 @@
+L&T Build India Scholarship for 2021 Pass outs
diff --git a/data/neg_train/irrelevant222.txt b/data/neg_train/irrelevant222.txt
@@ -0,0 +1 @@
+Revision of Format of Bond for CERD PhD Fellowship of the University
diff --git a/data/neg_train/irrelevant223.txt b/data/neg_train/irrelevant223.txt
@@ -0,0 +1 @@
+ The results of M.Tech S4(S) Exam Dec 2020 (Extended Submission) Trivandrum, Kollam, Kottayam, Ernakulam I, Ernakulam II and Thrissur Clusters are published herewith. The detailed results are available in Student and College login.
diff --git a/data/neg_train/irrelevant224.txt b/data/neg_train/irrelevant224.txt
@@ -0,0 +1 @@
+ The detailed Time Table of MCA (Regular & Integrated) S1 Regular (2020 scheme)Examinations December 2020 is published herewith.
diff --git a/data/neg_train/irrelevant225.txt b/data/neg_train/irrelevant225.txt
@@ -0,0 +1 @@
+ Request to associate with VAIGA-Agri Hack 2021 organized by Dept of Agriculture Development and Farmers Welfare, Govt of Kerala
diff --git a/data/neg_train/irrelevant226.txt b/data/neg_train/irrelevant226.txt
@@ -0,0 +1 @@
+ The result of MBA T3 (R) Exam May 2020 FT  is published herewith. The detailed result is available in Student and College login.
diff --git a/data/neg_train/irrelevant227.txt b/data/neg_train/irrelevant227.txt
@@ -0,0 +1 @@
+ Application closes on March 22, 2021.The application window for Chevening Gurukul programme for Leadership and Excellence is currently open and closes on March 22, 2021. This is a fully funded residential course that will be delivered at the University of Oxford, UK. Mid-career and senior professionals from diverse backgrounds with a strong and demonstrable leadership potential and a minimum of 10 years work experience can apply. Candidates can apply online on https://www.chevening.org/fellowship/gurukul/ and those shortlisted will be called for an interview. Gurukul is Chevening India?s flagship programme and this year?s fellows will be the 25th cohort, so a very special year for the fellowship. Gurukul addresses the issues faced by leaders in all fields on ?how to lead more effectively?. It aims to provoke critical thinking and provides unique opportunities for fellows to test their own hypotheses with policy makers and practitioners as well as with  academics and opinion leaders. The bespoke programme familiarises India?s future leaders with best practice case-studies of leadership in the fields of government, innovation, climate-change, health, industry etc. in the UK through a variety of teaching methods ranging from class room sessions, seminars, mentoring, projects, extensive networking and site visits.Details and registration: https://www.chevening.org/fellowship/gurukul/
diff --git a/data/neg_train/irrelevant228.txt b/data/neg_train/irrelevant228.txt
@@ -0,0 +1 @@
+ The detailed Time Table of MCA (Regular/ 2nd Year Direct/ Integrated) Odd SemesterRegular and Supplementary Examinations December 2020 is published herewith.
diff --git a/data/neg_train/irrelevant229.txt b/data/neg_train/irrelevant229.txt
@@ -0,0 +1 @@
+ The detailed Time Table of M.Arch/M.Plan Odd Semester Regular and SupplementaryDecember 2020 Examinations are published herewith.
diff --git a/data/neg_train/irrelevant230.txt b/data/neg_train/irrelevant230.txt
@@ -0,0 +1 @@
+ It is hereby notified to the attention of all concerned that the slot P - Research and Publication Ethics (PhD only)scheduled to be conducted on 06.04.2021 has been postponed to 09.04.2021, Friday, FN.
diff --git a/data/neg_train/irrelevant231.txt b/data/neg_train/irrelevant231.txt
@@ -0,0 +1 @@
+ The Detailed Time Tables of B.Arch S.1(R,S), S.3(R,S), S.5(R,S) and S.9(R)Examinations, December 2020 is published herewith.
diff --git a/data/neg_train/irrelevant232.txt b/data/neg_train/irrelevant232.txt
@@ -0,0 +1 @@
+Supplementary List_infosys_2021 Pass outs
diff --git a/data/neg_train/irrelevant233.txt b/data/neg_train/irrelevant233.txt
@@ -0,0 +1 @@
+Applications are invited to the following posts in the APJ Abdul Kalam Technological University:
diff --git a/data/neg_train/irrelevant234.txt b/data/neg_train/irrelevant234.txt
@@ -0,0 +1 @@
+ It is hereby notified that the result of B.Arch S4 Exam May 2020 is published. Please download the Notification for more details.
diff --git a/data/neg_train/irrelevant235.txt b/data/neg_train/irrelevant235.txt
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+Kerala Looks Ahead, extensive international conference, from February 1, 2021
diff --git a/data/neg_train/irrelevant236.txt b/data/neg_train/irrelevant236.txt
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+ The result of  M.Tech S3 (S) Exam Sept 2020 (Trivandrum, Alappuzha & PTA Clusters) is published herewith. The detailed result is available in Student and College login.
diff --git a/data/neg_train/irrelevant237.txt b/data/neg_train/irrelevant237.txt
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+APJAKTU - Academic- Recommendations made by the subcommittee of the NSS Advisory Committee - Decisions taken by the Academic Council -Orders issued
diff --git a/data/neg_train/irrelevant238.txt b/data/neg_train/irrelevant238.txt
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+APJAKTU - Academic - Grace marks for Sports/Arts Activities - Clarification orders - issued.
diff --git a/data/neg_train/irrelevant239.txt b/data/neg_train/irrelevant239.txt
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+"Kerala Looks Ahead", international conference and consultation organised by Kerala State Planning Board begins on Feb 1
diff --git a/data/neg_train/irrelevant240.txt b/data/neg_train/irrelevant240.txt
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+ Kerala police Cyberdome, Kozhikode, is organizing a virtual "Cyber  Security Summit 2021" on February 27 and 28, 2021. The theme of the summit is "2R Time & Attacks" (Real-time & Real attacks). The summit aims to improve the cybersecurity skills like threat prevention methods, social engineering Technics identification, Future cyber crimes, advanced persistence threats (APT) etc. The summit is virtual and it's free.
diff --git a/data/neg_train/irrelevant241.txt b/data/neg_train/irrelevant241.txt
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+ It is hereby notified that the results of M.Tech S4( S) Exam Dec 2020 (Calicut Cluster) arepublished herewith. The detailed results are available under 'Results' tab of the University websiteand in Student and College login.
diff --git a/data/neg_train/irrelevant242.txt b/data/neg_train/irrelevant242.txt
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+ Inviting Options for appointment of Employees and non teaching staff to thevarious categories of Posts sanctioned by the Government at APJ Abdul KalamTechnological University