Update README.md

README.md

@@ -7,4 +7,45 @@ tags:
 datasets:
 - go_emotions
 license: mit
----
+---
+
+- [linkedin.com/in/arpanghoshal](https://www.linkedin.com/in/arpanghoshal)
+
+
+## What is Ekman Emotions?
+
+Ekman emotions refer to a specific set of six basic emotions that are thought to be universal across cultures. </br>
+These emotions were identified by psychologist Paul Ekman, who conducted extensive research on facial expressions and emotional experience. </br>
+
+The six Ekman emotions are: 
+
+- Happiness 
+- Sadness
+- Anger
+- Fear
+- Disgust
+- Surprise
+
+Ekman's research found that these emotions are expressed through universal facial expressions, which are recognizable across cultures. </br>
+According to Ekman, these emotions are biologically based and are fundamental to human social interaction. </br>
+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.
+
+## Usage
+
+```python
+
+from transformers import BertTokenizer
+from model import BertForMultiLabelClassification
+from multilabel_pipeline import MultiLabelPipeline
+from pprint import pprint
+
+tokenizer = BertTokenizer.from_pretrained('arpanghoshal/EkmanClassifier')
+model = BertForMultiLabelClassification.from_pretrained('arpanghoshal/EkmanClassifier')
+
+ekman = pipeline('sentiment-analysis', model='arpanghoshal/EmoRoBERTa')
+
+ekman_labels = ekman("Thanks for using it.")
+print(ekman_labels)
+
+
+```