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--- |
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language: en |
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tags: |
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- text-classification |
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- pytorch |
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- bert |
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datasets: |
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- go_emotions |
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license: mit |
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--- |
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- [linkedin.com/in/arpanghoshal](https://www.linkedin.com/in/arpanghoshal) |
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## What is Ekman Emotions? |
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Ekman emotions refer to a specific set of six basic emotions that are thought to be universal across cultures. </br> |
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These emotions were identified by psychologist Paul Ekman, who conducted extensive research on facial expressions and emotional experience. </br> |
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The six Ekman emotions are: |
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- Happiness |
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- Sadness |
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- Anger |
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- Fear |
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- Disgust |
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- Surprise |
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Ekman's research found that these emotions are expressed through universal facial expressions, which are recognizable across cultures. </br> |
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According to Ekman, these emotions are biologically based and are fundamental to human social interaction. </br> |
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Ekman's work on basic emotions has had a significant impact on the field of psychology and has been widely influential in the study of emotional expression and experience. |
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## Usage |
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```python |
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from transformers import pipeline |
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ekman = pipeline('sentiment-analysis', model='arpanghoshal/EkmanClassifier') |
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ekman_labels = ekman("Thanks for using it.") |
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print(ekman_labels) |
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``` |
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