Upload BertForSequenceClassification
Browse files- config.json +270 -390
- pytorch_model.bin +2 -2
config.json
CHANGED
@@ -1,5 +1,5 @@
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{
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"_name_or_path": "
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"architectures": [
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"BertForSequenceClassification"
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],
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"134": "Level 3: Alzheimer's Disease(74)",
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"135": "Level 3: Ankylosing Spondylitis(75)",
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"136": "Level 3: Bamboo as a Building Material:Anxiety(76)",
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"137": "Level 3: Asthma(77)",
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"138": "Level 3: Atopic Dermatitis(78)",
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"139": "Level 3: Atrial Fibrillation(79)",
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"140": "Level 3: Autism(80)",
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"141": "Level 3: Skin Care(81)",
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"142": "Level 3: Bipolar Disorder(82)",
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"143": "Level 3: Birth Control(83)",
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"144": "Level 3: Children's Health(84)",
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"145": "Level 3: Crohn's Disease(85)",
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"146": "Level 3: Dementia(86)",
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"147": "Level 3: Diabetes(87)",
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"148": "Level 3: Weight Loss(88)",
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"149": "Level 3: Outdoor Health:Digestive Health(89)",
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"150": "Level 3: Emergency Contraception(90)",
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"151": "Level 3: Mental Health(91)",
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"152": "Level 3: Fungal Infection(92)",
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"153": "Level 3: Headache(93)",
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"154": "Level 3: Healthy Sleep(94)",
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"155": "Level 3: Heart Disease(95)",
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"156": "Level 3: Hepatitis C(96)",
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"157": "Level 3: Hereditary Angioedema(97)",
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"158": "Level 3: HIV/AIDS(98)",
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"159": "Level 3: Hypothyroidism(99)",
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"160": "Level 3: Idiopathic Pulmonary Fibrosis(100)",
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"161": "Level 3: Irritable Bowel Syndrome(101)",
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"162": "Level 3: Kidney Health(102)",
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"163": "Level 3: Low Testosterone(103)",
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"164": "Level 3: Lymphoma(104)",
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"165": "Level 3: Medicare(105)",
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"166": "Level 3: Menopause(106)",
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"167": "Level 3: Migraine(107)",
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"168": "Level 3: Multiple Sclerosis(108)",
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"169": "Level 3: Myelofibrosis(109)",
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"170": "Level 3: Cancer(110)",
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"171": "Level 3: Osteoarthritis(111)",
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"172": "Level 3: Osteoporosis(112)",
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"173": "Level 3: Overactive Bladder(113)",
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"174": "Level 3: Parenting(114)",
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"175": "Level 3: Parkinson's Disease(115)",
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"176": "Level 3: Polycythemia Vera(116)",
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"177": "Level 3: Psoriasis(117)",
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"178": "Level 3: Psoriatic Arthritis(118)",
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"179": "Level 3: Rheumatoid Arthritis(119)",
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"180": "Level 3: Senior Health(120)",
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"181": "Level 3: Smoking Cessation(121)",
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"182": "Level 3: Sports Injuries(122)",
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"183": "Level 3: Sprains and Strains(123)",
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"184": "Level 3: Stress Management(124)",
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"185": "Level 3: Molecular biology(125)",
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"186": "Level 3: Cell biology:DNA/RNA sequencing(126)",
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"187": "Level 3: Human Metabolism(127)",
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"188": "Level 3: Immunology(128)",
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"192": "Level 3: Northern blotting(132)",
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"193": "Level 3: Southern blotting(133)"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Level 3: Menopause(106)": 166,
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"Level 3: Mental Health(91)": 151,
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"Level 3: Microcontroller(24)": 84,
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"Level 3: Migraine(107)": 167,
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"Level 3: Molecular biology(125)": 185,
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"Level 3: Multiple Sclerosis(108)": 168,
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"Level 3: Myelofibrosis(109)": 169,
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"Level 3: Nano Concrete:Transparent Concrete:Smart Material(71)": 131,
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"Level 3: Nonverbal communication(36)": 96,
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"Level 3: Northern blotting(132)": 192,
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"Level 3: Operating systems(4)": 64,
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"Level 3: Operational amplifier(32)": 92,
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"Level 3: Osteoarthritis(111)": 171,
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"Level 3: Osteoporosis(112)": 172,
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"Level 3: Outdoor Health:Digestive Health(89)": 149,
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"Level 3: Overactive Bladder(113)": 173,
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"Level 3: PID controller(31)": 91,
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"Level 3: Parallel computing(7)": 67,
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"Level 3: Parenting(114)": 174,
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"Level 3: Parkinson's Disease(115)": 175,
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"Level 3: Person perception(35)": 95,
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"Level 3: Polycythemia Vera(116)": 176,
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"Level 3: Polymerase chain reaction(131)": 191,
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"Level 3: Prejudice(33)": 93,
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"Level 3: Prenatal development(46)": 106,
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"Level 3: Problem-solving(51)": 111,
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"Level 3: Prosocial behavior(37)": 97,
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"Level 3: Psoriasis(117)": 177,
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"Level 3: Psoriatic Arthritis(118)": 178,
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"Level 3: Rainwater Harvesting(64)": 124,
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"Level 3: Relational databases(8)": 68,
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"Level 3: Remote Sensing(63)": 123,
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"Level 3: Rheumatoid Arthritis(119)": 179,
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"Level 3: Satellite radio(27)": 87,
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"Level 3: Schizophrenia(43)": 103,
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"Level 3: Seasonal affective disorder(42)": 102,
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"Level 3: Senior Health(120)": 180,
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"Level 3: Signal-flow graph(29)": 89,
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"Level 3: Skin Care(81)": 141,
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"Level 3: Smoking Cessation(121)": 181,
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"Level 3: Social cognition(34)": 94,
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"Level 3: Software engineering(9)": 69,
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"Level 3: Solar Energy(69)": 129,
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"Level 3: Southern blotting(133)": 193,
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"Level 3: Sports Injuries(122)": 182,
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"Level 3: Sprains and Strains(123)": 183,
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"Level 3: State space representation(30)": 90,
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"Level 3: Stealth Technology(67)": 127,
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"Level 3: Strength of materials(60)": 120,
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"Level 3: Stress Management(124)": 184,
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"Level 3: Structured Storage(11)": 71,
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"Level 3: Suspension Bridge(66)": 126,
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"Level 3: Symbolic computation(12)": 72,
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"Level 3: System identification(22)": 82,
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"Level 3: Thermodynamics(58)": 118,
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"Level 3: Voltage law(20)": 80,
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"Level 3: Water Pollution:Underwater Windmill(65)": 125,
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"Level 3: Weight Loss(88)": 148,
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"Level 3: computer-aided design(52)": 112,
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"Level 3: network security(2)": 62
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "
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"torch_dtype": "float32",
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"transformers_version": "4.25.1",
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"type_vocab_size": 2,
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{
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"_name_or_path": "/data/ekvall/WOS_model/WOS46985Bert/checkpoint-5288",
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"architectures": [
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"BertForSequenceClassification"
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],
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "Computer vision",
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"1": "Machine learning",
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"2": "network security",
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"3": "Cryptography",
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"4": "Operating systems",
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"5": "Computer graphics",
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"6": "Image processing",
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"7": "Parallel computing",
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"8": "Relational databases",
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"9": "Software engineering",
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"10": "Distributed computing",
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"11": "Structured Storage",
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"12": "Symbolic computation",
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"13": "Algorithm design",
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"14": "Computer programming",
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"15": "Data structures",
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"16": "Bioinformatics",
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"17": "Electricity",
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"18": "Lorentz force law",
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"19": "Electrical circuits",
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"20": "Voltage law",
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"21": "Digital control",
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"22": "System identification",
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"23": "Electrical network",
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"24": "Microcontroller",
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"25": "Analog signal processing:Electrical generator",
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"26": "Electric motor:Single-phase electric power",
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"27": "Satellite radio",
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"28": "Control engineering",
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"29": "Signal-flow graph",
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"30": "State space representation",
|
44 |
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"31": "PID controller",
|
45 |
+
"32": "Operational amplifier",
|
46 |
+
"33": "Prejudice",
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47 |
+
"34": "Social cognition",
|
48 |
+
"35": "Person perception",
|
49 |
+
"36": "Nonverbal communication",
|
50 |
+
"37": "Prosocial behavior",
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51 |
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"38": "Leadership",
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52 |
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"39": "Eating disorders",
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53 |
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"40": "Depression",
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54 |
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"41": "Borderline personality disorder",
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55 |
+
"42": "Seasonal affective disorder",
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56 |
+
"43": "Schizophrenia",
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57 |
+
"44": "Antisocial personality disorder",
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58 |
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"45": "Media violence",
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59 |
+
"46": "Prenatal development",
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60 |
+
"47": "Child abuse",
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61 |
+
"48": "Gender roles",
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62 |
+
"49": "False memories",
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63 |
+
"50": "Attention",
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64 |
+
"51": "Problem-solving",
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65 |
+
"52": "computer-aided design",
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66 |
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"53": "Hydraulics",
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67 |
+
"54": "Manufacturing engineering",
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68 |
+
"55": "Machine design",
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69 |
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"56": "Fluid mechanics",
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70 |
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"57": "Internal combustion engine",
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71 |
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"58": "Thermodynamics",
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72 |
+
"59": "Materials Engineering",
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73 |
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"60": "Strength of materials",
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74 |
+
"61": "Ambient Intelligence",
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75 |
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"62": "Highway Network System:Geotextile",
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76 |
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"63": "Remote Sensing",
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77 |
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"64": "Rainwater Harvesting",
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78 |
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"65": "Underwater Windmill:Water Pollution",
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79 |
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"66": "Suspension Bridge",
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80 |
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"67": "Stealth Technology",
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81 |
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"68": "Green Building",
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82 |
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"69": "Solar Energy",
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83 |
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"70": "Construction Management",
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84 |
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"71": "Transparent Concrete:Nano Concrete:Smart Material",
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85 |
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"72": "Addiction",
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86 |
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"73": "Allergies",
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87 |
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"74": "Alzheimer's Disease",
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88 |
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"75": "Ankylosing Spondylitis",
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89 |
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"76": "Bamboo as a Building Material:Anxiety",
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"77": "Asthma",
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91 |
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"78": "Atopic Dermatitis",
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92 |
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"79": "Atrial Fibrillation",
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93 |
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"80": "Autism",
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94 |
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"81": "Skin Care",
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95 |
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"82": "Bipolar Disorder",
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96 |
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"83": "Birth Control",
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97 |
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"84": "Children's Health",
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98 |
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"85": "Crohn's Disease",
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99 |
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"86": "Dementia",
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100 |
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"87": "Diabetes",
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101 |
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"88": "Weight Loss",
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102 |
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"89": "Digestive Health:Outdoor Health",
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103 |
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"90": "Emergency Contraception",
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104 |
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"91": "Mental Health",
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105 |
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"92": "Fungal Infection",
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106 |
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"93": "Headache",
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107 |
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"94": "Healthy Sleep",
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108 |
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"95": "Heart Disease",
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109 |
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"96": "Hepatitis C",
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110 |
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"97": "Hereditary Angioedema",
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111 |
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"98": "HIV/AIDS",
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112 |
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"99": "Hypothyroidism",
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113 |
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119 |
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121 |
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122 |
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"109": "Myelofibrosis",
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123 |
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125 |
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126 |
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"113": "Overactive Bladder",
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127 |
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129 |
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"116": "Polycythemia Vera",
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"130": "Enzymology",
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144 |
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"131": "Polymerase chain reaction",
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|
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|
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pytorch_model.bin
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