# COMPSCI 578: Contest-level Programming | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_578) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+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 c64968d5e5967831e3fd9864de47d19115675e382b800392bfd59981e27597fe ### course id COMPSCI 578 ### course uid course\_b78765511faa1c6d8e2d52a0 ### catalog version id b5ecd7d0649dbcf90e06bce8ddd9a5db79fb3657b4dd28a04ada21a0ad768fc9 ### course number 578 ### subjects * COMPSCI ### title CONTEST-LEVEL PROGRAMMING ### description Training in computer programming for competitions: assessing the coding difficulty and complexity of computational problems, recognizing the applicability of known algorithms, fast coding and testing, team work.COMP SCI 577is suggested but not required. ### requirements text (COMP SCI 300or 367), graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 3de3a0d953e400cae1be5838c0e0fa987364fb197809cdc405f51a19925a9940 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary COMPSCI 578 trains students in contest-level programming, focusing on problem complexity assessment, algorithm selection, and rapid implementation. ### llm topics * Computational problem complexity and algorithm applicability. ### llm skills * Assessing problem complexity, recognizing algorithm applicability, fast coding, testing, and teamwork. ### llm assumed background * Object-oriented programming, data structures (lists, stacks, queues, trees), and recursion. ### llm search phrases * competitive programming * algorithmic problem solving * coding competitions * contest-level programming * COMPSCI 578 ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash b72a5abd4b9bcc8a67f12ad3e76d0e719aa9d1fde244a65fa05a4ec9deeb0f00 #### course id COMPSCI 578 #### 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 — Fall 2012: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Fall 2014: 3.43 GPA, 71.4% A/AB (n=7 letter grades); Fall 2020: 3.56 GPA, 68.8% A/AB (n=16 letter grades). ```json { "citations": [ { "course_id": "COMPSCI 578", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f730dbf3-ad3b-3b1c-be9f-af1a108772a6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "COMPSCI 578", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f730dbf3-ad3b-3b1c-be9f-af1a108772a6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "COMPSCI 578", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f730dbf3-ad3b-3b1c-be9f-af1a108772a6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1212", "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": [ "n1", "n2", "n3" ], "condition": null, "course": null, "evidence": "(COMP SCI 300or 367), graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "300", "id": "n1", "kind": "course" }, { "children": [], "condition": "367", "course": null, "evidence": "367", "id": "n2", "kind": "condition" }, { "children": [], "condition": ", graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals", "course": null, "evidence": ", graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals", "id": "n3", "kind": "condition" } ] ``` #### notes * COMPSCI 367 not found in linked courses; represented as a condition. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_f99dab62b6b00df1894bc65d", "source": "madgrades", "source_instructor_id": "3382449", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DIETER VAN MELKEBEEK", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.196, "graded": 1673, "counts": [ 550, 338, 331, 249, 161, 27, 17 ], "sections": 127 }, "instructor_url": "/instructors/DIETER_VAN_MELKEBEEK--instructor_f99dab62b6b00df1894bc65d" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 578", "course_uid": "course_b78765511faa1c6d8e2d52a0", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "Dieter van Melkebeek" ], "a": 11, "ab": 0, "b": 0, "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 578" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 578", "course_uid": "course_b78765511faa1c6d8e2d52a0", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Dieter van Melkebeek" ], "a": 5, "ab": 0, "b": 0, "bc": 0, "c": 2, "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": 7, "source_aliases": [ "COMPSCI 578" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 578", "course_uid": "course_b78765511faa1c6d8e2d52a0", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Dieter van Melkebeek" ], "a": 11, "ab": 0, "b": 3, "bc": 0, "c": 2, "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": 17, "source_aliases": [ "COMPSCI 578" ] } ] ``` ### statistics #### gpa 3.676 #### graded 34 #### counts * 27 * 0 * 3 * 0 * 4 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b78765511faa1c6d8e2d52a0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b78765511faa1c6d8e2d52a0-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b78765511faa1c6d8e2d52a0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b78765511faa1c6d8e2d52a0-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b78765511faa1c6d8e2d52a0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b78765511faa1c6d8e2d52a0-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.676470588235294 #### count 34 #### university ##### size 1964 ##### gpa Percentile 57 ##### count Percentile 6 ##### median Count 87 ##### 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 | 17 | false | | 2.8–3.2 | 267 | false | | 3.2–3.6 | 674 | false | | 3.6–4.0 | 1006 | true | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 57, "gpaPercentile": 66, "countPercentile": 0, "medianCount": 128, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 12, "current": false }, { "range": "3.2–3.6", "count": 21, "current": false }, { "range": "3.6–4.0", "count": 23, "current": true } ] } } ] ``` ### terms #### 1132 ##### term 1132 ##### gpa 4 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | #### 1152 ##### term 1152 ##### gpa 3.4285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | #### 1212 ##### term 1212 ##### gpa 3.5625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | ### benchmarks #### all ##### school ###### size 1964 ###### gpa 3.569663577996796 ###### top Share 76.1889095391007 ###### count 87 ##### COMPSCI ###### size 57 ###### gpa 3.4730222696993125 ###### top Share 72.06425479754867 ###### count 128 #### terms ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### COMPSCI ###### size 23 ###### gpa 3.2325357852525465 ###### top Share 57.33650851473996 ###### count 56 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### COMPSCI ###### size 30 ###### gpa 3.3169698368361287 ###### top Share 64.20051564737066 ###### count 48.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### COMPSCI ###### size 42 ###### gpa 3.450396020252364 ###### top Share 69.90950224603134 ###### count 96 ## instructor Trends ```json [ { "uid": "instructor_f99dab62b6b00df1894bc65d", "name": "DIETER VAN MELKEBEEK", "count": 34, "terms": [ { "term": "1132", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1152", "count": 7, "sections": 1, "gpa": 3.4285714285714284 }, { "term": "1212", "count": 16, "sections": 1, "gpa": 3.5625 } ] } ] ``` ## following None recorded.