| |
| from enum import Enum |
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|
| class ModelType(Enum): |
| """ |
| Model types for categorization |
| """ |
| TRANSFORMER = "transformer" |
| SENTENCE_TRANSFORMER = "sentence_transformer" |
| LANGUAGE_MODEL = "language_model" |
| MASKED_LANGUAGE_MODEL = "masked_language_model" |
| CLASSIFIER = "classifier" |
| EMBEDDING = "embedding" |
| RULE_BASED = "rule_based" |
| SEQUENCE_CLASSIFICATION = "sequence_classification" |
| CAUSAL_LM = "causal_lm" |
| MASKED_LM = "masked_lm" |
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|
| class Domain(Enum): |
| """ |
| Text domains for adaptive thresholding |
| """ |
| |
| GENERAL = "general" |
| ACADEMIC = "academic" |
| CREATIVE = "creative" |
| AI_ML = "ai_ml" |
| SOFTWARE_DEV = "software_dev" |
| TECHNICAL_DOC = "technical_doc" |
| ENGINEERING = "engineering" |
| SCIENCE = "science" |
| BUSINESS = "business" |
| LEGAL = "legal" |
| MEDICAL = "medical" |
| JOURNALISM = "journalism" |
| MARKETING = "marketing" |
| SOCIAL_MEDIA = "social_media" |
| BLOG_PERSONAL = "blog_personal" |
| TUTORIAL = "tutorial" |
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|
| class Language(Enum): |
| """ |
| ISO 639-1 language codes for supported languages |
| """ |
| ENGLISH = "en" |
| SPANISH = "es" |
| FRENCH = "fr" |
| GERMAN = "de" |
| ITALIAN = "it" |
| PORTUGUESE = "pt" |
| RUSSIAN = "ru" |
| CHINESE = "zh" |
| JAPANESE = "ja" |
| KOREAN = "ko" |
| ARABIC = "ar" |
| HINDI = "hi" |
| DUTCH = "nl" |
| POLISH = "pl" |
| TURKISH = "tr" |
| SWEDISH = "sv" |
| VIETNAMESE = "vi" |
| INDONESIAN = "id" |
| THAI = "th" |
| GREEK = "el" |
| HEBREW = "he" |
| CZECH = "cs" |
| ROMANIAN = "ro" |
| DANISH = "da" |
| FINNISH = "fi" |
| NORWEGIAN = "no" |
| UNKNOWN = "unknown" |
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|
| class Script(Enum): |
| """ |
| Writing scripts |
| """ |
| LATIN = "latin" |
| CYRILLIC = "cyrillic" |
| ARABIC = "arabic" |
| CHINESE = "chinese" |
| JAPANESE = "japanese" |
| KOREAN = "korean" |
| DEVANAGARI = "devanagari" |
| GREEK = "greek" |
| HEBREW = "hebrew" |
| THAI = "thai" |
| MIXED = "mixed" |
| UNKNOWN = "unknown" |
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|
| class ConfidenceLevel(Enum): |
| """ |
| Confidence levels for authenticity estimation |
| """ |
| VERY_LOW = "very_low" |
| LOW = "low" |
| MEDIUM = "medium" |
| HIGH = "high" |
| VERY_HIGH = "very_high" |
