tff.simulation.datasets.build_single_label_dataset
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Build a new dataset that only yields examples with a particular label.
tff.simulation.datasets.build_single_label_dataset(
dataset, label_key, desired_label
)
This can be used for creating pathological non-iid (in label space) datasets.
Args |
dataset
|
The base tf.data.Dataset that yields examples that are structures
of string key -> tensor value pairs.
|
label_key
|
The str key that holds the label for the example.
|
desired_label
|
The label value to restrict the resulting dataset to.
|
Returns |
A tf.data.Dataset that is composed of only examples that have a label
matching desired_label .
|
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Last updated 2024-09-20 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-09-20 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-20 UTC."],[],[]]