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DatasetType

alimentar::format

Enum DatasetType 

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#[repr(u16)]
pub enum DatasetType {

Show 26 variants    Tabular = 1,
    TimeSeries = 2,
    Graph = 3,
    Spatial = 4,
    TextCorpus = 16,
    TextClassification = 17,
    TextPairs = 18,
    SequenceLabeling = 19,
    QuestionAnswering = 20,
    Summarization = 21,
    Translation = 22,
    ImageClassification = 32,
    ObjectDetection = 33,
    Segmentation = 34,
    ImagePairs = 35,
    Video = 36,
    AudioClassification = 48,
    SpeechRecognition = 49,
    SpeakerIdentification = 50,
    UserItemRatings = 64,
    ImplicitFeedback = 65,
    SequentialRecs = 66,
    ImageText = 80,
    AudioText = 81,
    VideoText = 82,
    Custom = 255,

}
Expand description

Dataset type identifiers (§3.1)

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Tabular = 1

Generic columnar data

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TimeSeries = 2

Temporal sequences

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Graph = 3

Node/edge structures

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Spatial = 4

Geospatial coordinates

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TextCorpus = 16

Raw text documents

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TextClassification = 17

Labeled text

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TextPairs = 18

Sentence pairs (NLI, STS)

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SequenceLabeling = 19

Token-level labels (NER)

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QuestionAnswering = 20

QA datasets (SQuAD-style)

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Summarization = 21

Document + summary pairs

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Translation = 22

Parallel corpora

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ImageClassification = 32

Images + class labels

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ObjectDetection = 33

Images + bounding boxes

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Segmentation = 34

Images + pixel masks

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ImagePairs = 35

Image matching/similarity

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Video = 36

Sequential frames

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AudioClassification = 48

Audio + class labels

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SpeechRecognition = 49

Audio + transcripts (ASR)

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SpeakerIdentification = 50

Audio + speaker labels

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UserItemRatings = 64

Collaborative filtering

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ImplicitFeedback = 65

Click/view interactions

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SequentialRecs = 66

Session-based sequences

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ImageText = 80

Image captioning/VQA

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AudioText = 81

Speech-to-text pairs

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VideoText = 82

Video descriptions

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Custom = 255

User extensions

Implementations§

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impl DatasetType

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pub fn from_u16(value: u16) -> Option<Self>

Convert from u16 value

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pub const fn as_u16(self) -> u16

Convert to u16 value

Trait Implementations§

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impl Clone for DatasetType

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fn clone(&self) -> DatasetType

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DatasetType

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for DatasetType

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl PartialEq for DatasetType

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fn eq(&self, other: &DatasetType) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Serialize for DatasetType

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl Copy for DatasetType

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impl Eq for DatasetType

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impl StructuralPartialEq for DatasetType

Auto Trait Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> AsOut<T> for T
where T: Copy,

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fn as_out(&mut self) -> Out<'_, T>

Returns an out reference to self.
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<Q, K> Equivalent<K> for Q
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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
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fn from(t: T) -> T

Returns the argument unchanged.

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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