# COMPSCI/ISYE/MATH 730: Nonlinear Optimization II | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_ISYE_MATH_730) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id a9be5a4067925ca04018925302e61b3ebb4f4da7da3ac566cb9a62db36414fd3 ### course id COMPSCI/ISYE/MATH 730 ### course uid course\_16b002cb61d416743661e65d ### catalog version id 5b7da97725da4496c5e7d3631b045c05865245daa6c930fed71ed98ee7988243 ### course number 730 ### subjects * COMPSCI * ISYE * MATH ### title NONLINEAR OPTIMIZATION II ### description Theory and algorithms for nonlinearly constrained optimization. Relevant geometric concepts, including tangent and normal cones, theorems of the alternative, and separation results. Constraint qualifications. Geometric and algebraic expression of first-order optimality conditions. Second-order optimality conditions. Duality. Nonlinear programming algorithms: merit functions and filters; interior-point, augmented Lagrangian, and sequential quadratic programming algorithms. ### requirements text STAT/​COMP SCI/​I SY E/​MATH  726 ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id ac97a4d10f6c9602470226f047ffe3f83fa427141323b0e340fcfa09863a893f ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary NONLINEAR OPTIMIZATION II covers theory and algorithms for nonlinearly constrained optimization, including optimality conditions, duality, and methods like interior-point and SQP. ### llm topics * Geometric concepts: tangent/normal cones, separation results * Constraint qualifications * Merit functions, filters, interior-point, augmented Lagrangian, SQP ### llm skills * Nonlinearly constrained optimization theory and algorithms * First and second-order optimality conditions * Duality theory * Advanced nonlinear programming algorithms ### llm assumed background * Linear algebra and basic mathematical analysis * Foundations of nonlinear optimization ### llm search phrases * nonlinear optimization algorithms * interior-point methods * sequential quadratic programming * optimality conditions * duality theory ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash cdd7eca8d983ae86787546f1b1b60b6c2c6f8c94ec7bdb76ced8fab28f3618ca #### course id COMPSCI/ISYE/MATH 730 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2020: 3.71 GPA, 83.3% A/AB (n=12 letter grades); Fall 2022: 3.59 GPA, 76.5% A/AB (n=17 letter grades); Spring 2026: 3.59 GPA, 72.7% A/AB (n=11 letter grades). ```json { "citations": [ { "course_id": "COMPSCI/ISYE/MATH 730", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e5f09a86-bba2-33e8-bf07-ca7590869fd2", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "COMPSCI/ISYE/MATH 730", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e5f09a86-bba2-33e8-bf07-ca7590869fd2", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI/ISYE/MATH 730", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e5f09a86-bba2-33e8-bf07-ca7590869fd2", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": null, "course": { "course_number": 726, "minimum_grade": null, "subjects": [ "COMPSCI", "ISYE", "MATH", "STAT" ], "timing": "prior" }, "evidence": "STAT/COMP SCI/I SY E/MATH 726", "id": "n0", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_b2b79e8f7cf2014ccc109e83", "source": "madgrades", "source_instructor_id": "1114818", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL FERRIS", "email": 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"observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE/MATH 730", "course_uid": "course_16b002cb61d416743661e65d", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Stephen Wright" ], "a": 7, "ab": 3, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "COMPSCI/ISYE/MATH 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE/MATH 730", "course_uid": "course_16b002cb61d416743661e65d", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Stephen Wright" ], "a": 7, "ab": 6, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "COMPSCI/ISYE/MATH 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE/MATH 730", "course_uid": "course_16b002cb61d416743661e65d", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Stephen Wright" ], "a": 5, "ab": 3, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "COMPSCI/ISYE/MATH 730" ] } ] ``` ### statistics #### gpa 3.551 #### graded 156 #### counts * 67 * 49 * 35 * 3 * 1 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_16b002cb61d416743661e65d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_16b002cb61d416743661e65d-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_16b002cb61d416743661e65d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_16b002cb61d416743661e65d-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_16b002cb61d416743661e65d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_16b002cb61d416743661e65d-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.551282051282051 #### count 156 #### university ##### size 3836 ##### gpa Percentile 33 ##### count Percentile 59 ##### median Count 115.5 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 19 | false | | 2.8–3.2 | 335 | false | | 3.2–3.6 | 1127 | true | | 3.6–4.0 | 2355 | false | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 94, "gpaPercentile": 42, "countPercentile": 44, "medianCount": 196.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 29, "current": true }, { "range": "3.6–4.0", "count": 52, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 52, "gpaPercentile": 24, "countPercentile": 45, "medianCount": 190.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 3, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 38, "current": false } ] } }, { "subject": "MATH", "comparison": { "size": 97, "gpaPercentile": 52, "countPercentile": 54, "medianCount": 122, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 7, "current": false }, { "range": "2.8–3.2", "count": 25, "current": false }, { "range": "3.2–3.6", "count": 21, "current": true }, { "range": "3.6–4.0", "count": 44, "current": false } ] } } ] ``` ### terms #### 1084 ##### term 1084 ##### gpa 3.4285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1104 ##### term 1104 ##### gpa 3.4166666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1114 ##### term 1114 ##### gpa 3.727272727272727 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1134 ##### term 1134 ##### gpa 3.4814814814814814 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1154 ##### term 1154 ##### gpa 3.630434782608696 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1164 ##### term 1164 ##### gpa 3.5714285714285716 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1174 ##### term 1174 ##### gpa 3.4166666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1194 ##### term 1194 ##### gpa 3.4375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1204 ##### term 1204 ##### gpa 3.7083333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1232 ##### term 1232 ##### gpa 3.588235294117647 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | #### 1264 ##### term 1264 ##### gpa 3.590909090909091 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | | MATH | | ### benchmarks #### all ##### school ###### size 3836 ###### gpa 3.6406514178644676 ###### top Share 80.80702388556412 ###### count 115.5 ##### COMPSCI ###### size 94 ###### gpa 3.5814341845073963 ###### top Share 78.43980298554844 ###### count 196.5 ##### ISYE ###### size 52 ###### gpa 3.6925341532236473 ###### top Share 84.05581213889053 ###### count 190.5 ##### MATH ###### size 97 ###### gpa 3.4657844647456826 ###### top Share 70.70623857551811 ###### count 122 #### terms ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### COMPSCI ###### size 14 ###### gpa 3.144553029581605 ###### top Share 50.3940565180559 ###### count 59 ###### ISYE ###### size 12 ###### gpa 3.539479209717092 ###### top Share 78.21357214803776 ###### count 39.5 ###### MATH ###### size 22 ###### gpa 2.977459424628873 ###### top Share 44.52710820759676 ###### count 88.5 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### COMPSCI ###### size 22 ###### gpa 3.200534462173063 ###### top Share 56.78409435721555 ###### count 51.5 ###### ISYE ###### size 12 ###### gpa 3.5102873708512288 ###### top Share 73.77337837858025 ###### count 43 ###### MATH ###### size 23 ###### gpa 2.9531575824731964 ###### top Share 43.549837152646596 ###### count 98 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### COMPSCI ###### size 18 ###### gpa 3.266230341473234 ###### top Share 59.94733477037724 ###### count 58 ###### ISYE ###### size 11 ###### gpa 3.412841793537643 ###### top Share 66.98646701950561 ###### count 44 ###### MATH ###### size 26 ###### gpa 2.9090822348911582 ###### top Share 41.14706210117883 ###### count 83.5 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### COMPSCI ###### size 22 ###### gpa 3.2424086213492718 ###### top Share 59.28222765244668 ###### count 68 ###### ISYE ###### size 18 ###### gpa 3.5162768347554625 ###### top Share 75.28474381169617 ###### count 44.5 ###### MATH ###### size 26 ###### gpa 2.938004331770204 ###### top Share 42.318323348030226 ###### count 83.5 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### COMPSCI ###### size 31 ###### gpa 3.3515611477246905 ###### top Share 66.93977839039297 ###### count 63 ###### ISYE ###### size 15 ###### gpa 3.5190347673022537 ###### top Share 74.22854110198433 ###### count 51 ###### MATH ###### size 33 ###### gpa 2.9834698949629033 ###### top Share 46.71989715257013 ###### count 69 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### COMPSCI ###### size 32 ###### gpa 3.2951719476979457 ###### top Share 63.07751525075427 ###### count 84 ###### ISYE ###### size 19 ###### gpa 3.629939118306125 ###### top Share 80.5561261302253 ###### count 49 ###### MATH ###### size 32 ###### gpa 2.995223360849456 ###### top Share 46.38098813836469 ###### count 83 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### COMPSCI ###### size 30 ###### gpa 3.3383019285046376 ###### top Share 63.22952984555728 ###### count 108 ###### ISYE ###### size 20 ###### gpa 3.548290744949521 ###### top Share 73.96475892889286 ###### count 57.5 ###### MATH ###### size 32 ###### gpa 2.992971960864239 ###### top Share 44.393513280464695 ###### count 89 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3433846242383978 ###### top Share 63.409438479169644 ###### count 92 ###### ISYE ###### size 22 ###### gpa 3.629795980115166 ###### top Share 79.27647395270196 ###### count 65 ###### MATH ###### size 38 ###### gpa 3.133406260873163 ###### top Share 53.17595010634325 ###### count 71.5 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### COMPSCI ###### size 42 ###### gpa 3.6240893265324647 ###### top Share 79.98991493017058 ###### count 90.5 ###### ISYE ###### size 21 ###### gpa 3.826924971533834 ###### top Share 92.62448121984468 ###### count 57 ###### MATH ###### size 29 ###### gpa 3.478717830475146 ###### top Share 69.61236805388549 ###### count 83 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### COMPSCI ###### size 50 ###### gpa 3.522872390836507 ###### top Share 74.11555010870671 ###### count 82.5 ###### ISYE ###### size 24 ###### gpa 3.6150976595453543 ###### top Share 79.79311993423791 ###### count 53 ###### MATH ###### size 43 ###### gpa 3.2486774162409366 ###### top Share 56.56203211471963 ###### count 69 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### COMPSCI ###### size 48 ###### gpa 3.5022746140005943 ###### top Share 73.13318776233326 ###### count 105.5 ###### ISYE ###### size 22 ###### gpa 3.691810114676891 ###### top Share 83.93896862155151 ###### count 56.5 ###### MATH ###### size 42 ###### gpa 3.13598176627681 ###### top Share 52.25969905887213 ###### count 80 ## instructor Trends ```json [ { "uid": "instructor_4774e825ddfeb1206af6b54a", "name": "STEPHEN WRIGHT", "count": 143, "terms": [ { "term": "1104", "count": 12, "sections": 1, "gpa": 3.4166666666666665 }, { "term": "1114", "count": 11, "sections": 1, "gpa": 3.727272727272727 }, { "term": "1134", "count": 27, "sections": 1, "gpa": 3.4814814814814814 }, { "term": "1154", "count": 23, "sections": 1, "gpa": 3.630434782608696 }, { "term": "1164", "count": 14, "sections": 1, "gpa": 3.5714285714285716 }, { "term": "1194", "count": 16, "sections": 1, "gpa": 3.4375 }, { "term": "1204", "count": 12, "sections": 1, "gpa": 3.7083333333333335 }, { "term": "1232", "count": 17, "sections": 1, "gpa": 3.588235294117647 }, { "term": "1264", "count": 11, "sections": 1, "gpa": 3.590909090909091 } ] }, { "uid": "instructor_b2b79e8f7cf2014ccc109e83", "name": "MICHAEL FERRIS", "count": 13, "terms": [ { "term": "1084", "count": 7, "sections": 1, "gpa": 3.4285714285714284 }, { "term": "1174", "count": 6, "sections": 1, "gpa": 3.4166666666666665 } ] } ] ``` ## following None recorded.