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Transformers supporter

Project description

https://pypi.org/project/transformers-supporter

pip install transformers-supporter

Supported models

import transformers_supporter
transformers_supporter.register_auto()
  
#ANN
transformers_supporter.models.AnnConfig
transformers_supporter.models.AnnForTabularRegression
transformers_supporter.models.AnnForTabularBinaryClassification
transformers_supporter.models.AnnForTabularClassification
transformers_supporter.models.TabularFeatureExtractor

#CNN
transformers_supporter.models.CnnConfig
transformers_supporter.models.CnnForImageClassification
transformers_supporter.models.GrayscaleImageProcessor
transformers_supporter.models.CnnForKeyPointDetection

#RNN
transformers_supporter.models.RnnConfig
transformers_supporter.models.RnnForAudioClassification
transformers_supporter.models.RnnForTimeSeriesRegression

#Embedded RNN
transformers_supporter.models.EmbeddedRnnConfig
transformers_supporter.models.EmbeddedRnnForSequenceClassification
transformers_supporter.models.EmbeddedRnnForFixedLengthTranslation
transformers_supporter.models.PretrainedEmbeddedRnnForSequenceClassification
transformers_supporter.models.TorchtextTokenizer

#Embedded 1DCNN
transformers_supporter.models.Embedded1dcnnConfig
transformers_supporter.models.Embedded1dcnnForSequenceClassification

#Faster RCNN
transformers_supporter.models.FasterRcnnConfig
transformers_supporter.models.FasterRcnnForObjectDetection
transformers_supporter.models.FasterRcnnImageProcessor
import transformers_supporter

#Custom Bert
transformers_supporter.models.CustomBertConfig
transformers_supporter.models.CustomBertForSequenceClassification

#Custom Wav2Vec2
transformers_supporter.models.CustomWav2Vec2FeatureExtractor

Supported pipelines

import transformers_supporter
transformers_supporter.register_pipeline()
  
transformers_supporter.pipelines.FixedLengthTranslationPipeline
transformers_supporter.pipelines.TabularBinaryClassificationPipeline
transformers_supporter.pipelines.TabularClassificationPipeline
transformers_supporter.pipelines.TabularRegressionPipeline
import transformers_supporter

transformers_supporter.pipelines.CustomImageClassificationPipeline

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