Fine-tuned Topic Model for aspects_to_improve column, last commit on 2025-01-12 15:25:29

ctfidf_config.json

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topics.json

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       [
         "solutions posted submissions",
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+        0.6298037767410278
       ],
       [
         "posted submissions pass deadlines",
-        0.6262509226799011
+        0.6262509822845459
       ],
       [
         "solutions access work submissions",
@@ -4379,7 +4379,7 @@
       ],
       [
         "professors grade end",
-        0.6861851215362549
+        0.6861852407455444
       ],
       [
         "semester professors grade",
@@ -4407,7 +4407,7 @@
       ],
       [
         "grades semester professors grade",
-        0.6410079002380371
+        0.6410077810287476
       ]
     ],
     "105": [
@@ -4417,7 +4417,7 @@
       ],
       [
         "matlab code posted",
-        0.7793564796447754
+        0.7793564200401306
       ],
       [
         "matlab examples",
@@ -4463,7 +4463,7 @@
       ],
       [
         "mathematical errors",
-        0.6009485721588135
+        0.600948691368103
       ],
       [
         "mathematical errors provides",
@@ -4483,11 +4483,11 @@
       ],
       [
         "problem physics pearson software",
-        0.5633133053779602
+        0.5633132457733154
       ],
       [
         "work wrong solve problem",
-        0.5524451732635498
+        0.5524449348449707
       ],
       [
         "mathematical errors provides limited",
@@ -4505,7 +4505,7 @@
       ],
       [
         "tests having students",
-        0.5898705720901489
+        0.5898706316947937
       ],
       [
         "test students",
@@ -4525,7 +4525,7 @@
       ],
       [
         "probably easier graders",
-        0.5472204089164734
+        0.5472204685211182
       ],
       [
         "students submit",
@@ -4533,7 +4533,7 @@
       ],
       [
         "tests quizzes unreasonable",
-        0.5372370481491089
+        0.5372369885444641
       ]
     ],
     "108": [
@@ -4543,7 +4543,7 @@
       ],
       [
         "submitting code submission",
-        0.7359036803245544
+        0.7359036207199097
       ],
       [
         "documentation submitting code submission",
@@ -4551,7 +4551,7 @@
       ],
       [
         "submitting code",
-        0.729865550994873
+        0.7298656702041626
       ],
       [
         "documentation submitting code",
@@ -4567,7 +4567,7 @@
       ],
       [
         "code submission code",
-        0.6887097358703613
+        0.6887097954750061
       ],
       [
         "submission code",
@@ -4597,7 +4597,7 @@
       ],
       [
         "provided practice midterms",
-        0.6095637083053589
+        0.6095638275146484
       ],
       [
         "midterm final exam",
@@ -4605,7 +4605,7 @@
       ],
       [
         "solutions midterms provided",
-        0.5866283178329468
+        0.5866281986236572
       ],
       [
         "midterms provided",
@@ -4617,17 +4617,17 @@
       ],
       [
         "practice midterms better",
-        0.5835251808166504
+        0.5835251212120056
       ]
     ],
     "110": [
       [
         "premeds coding think waste",
-        0.5746805667877197
+        0.5746806263923645
       ],
       [
         "said chem majors",
-        0.479655385017395
+        0.47965532541275024
       ],
       [
         "waste time premeds coding",
@@ -4643,11 +4643,11 @@
       ],
       [
         "said chem majors accept",
-        0.412996768951416
+        0.41299670934677124
       ],
       [
         "premeds coding think",
-        0.40566712617874146
+        0.40566688776016235
       ],
       [
         "premeds coding",
@@ -4659,7 +4659,7 @@
       ],
       [
         "fall said chem majors",
-        0.3849261403083801
+        0.3849261999130249
       ]
     ],
     "111": [
@@ -4711,7 +4711,7 @@
       ],
       [
         "supplementary notes need",
-        0.6406328678131104
+        0.6406326293945312
       ],
       [
         "notes supplementary notes need",
@@ -4731,7 +4731,7 @@
       ],
       [
         "supplementary notes supplementary",
-        0.5330745577812195
+        0.5330744981765747
       ],
       [
         "notes supplementary notes",
@@ -4757,7 +4757,7 @@
       ],
       [
         "priorities everything physical",
-        0.6555597186088562
+        0.6555596590042114
       ],
       [
         "everything physical homework",
@@ -4777,7 +4777,7 @@
       ],
       [
         "determine priorities",
-        0.571173906326294
+        0.5711738467216492
       ],
       [
         "everything physical",
@@ -4791,7 +4791,7 @@
     "114": [
       [
         "network showed team neighbors",
-        0.5670774579048157
+        0.5670773983001709
       ],
       [
         "showed team neighbors",
@@ -4841,7 +4841,7 @@
       ],
       [
         "policy removed soon possible",
-        0.5003536343574524
+        0.5003536939620972
       ],
       [
         "pictures contains actual facts",
@@ -4875,7 +4875,7 @@
     "116": [
       [
         "runthroughs programs",
-        0.7373226881027222
+        0.7373227477073669
       ],
       [
         "runthroughs programs industry",
@@ -4917,7 +4917,7 @@
     "117": [
       [
         "mech prof milano",
-        0.7386144995689392
+        0.7386144399642944
       ],
       [
         "prof milano mech",
@@ -4933,7 +4933,7 @@
       ],
       [
         "milano mech prof milano",
-        0.6861474514007568
+        0.6861476302146912
       ],
       [
         "mech prof milano mech",
@@ -4959,11 +4959,11 @@
     "118": [
       [
         "emails need answered",
-        0.8706266283988953
+        0.8706268668174744
       ],
       [
         "usually emails need answered",
-        0.8280937075614929
+        0.8280938863754272
       ],
       [
         "email question",
@@ -4971,7 +4971,7 @@
       ],
       [
         "email question heard",
-        0.7580887675285339
+        0.7580888271331787
       ],
       [
         "answer emails usually emails",
@@ -4995,7 +4995,7 @@
       ],
       [
         "email question heard answer",
-        0.658992350101471
+        0.6589924097061157
       ]
     ],
     "119": [
@@ -5005,7 +5005,7 @@
       ],
       [
         "canvas page setup",
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+        0.7195897102355957
       ],
       [
         "canvas page",
@@ -5017,7 +5017,7 @@
       ],
       [
         "canvas page setup tiny",
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       ],
       [
         "page setup",
@@ -5033,7 +5033,7 @@
       ],
       [
         "page setup tiny",
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       [
         "page",