Update app.py
Browse files
app.py
CHANGED
|
@@ -2,19 +2,19 @@
|
|
| 2 |
#App: NLP App with Streamlit
|
| 3 |
Credits: Streamlit Team, Marc Skov Madsen(For Awesome-streamlit gallery)
|
| 4 |
Description
|
| 5 |
-
This is a Natural Language Processing(NLP)
|
| 6 |
|
| 7 |
-
+ Tokenization & Lemmatization using Spacy
|
| 8 |
|
| 9 |
-
+ Named Entity Recognition(NER) using SpaCy
|
| 10 |
|
| 11 |
+ Sentiment Analysis using TextBlob
|
| 12 |
|
| 13 |
-
+ Document/Text Summarization using Gensim/T5 for
|
| 14 |
|
| 15 |
This is built with Streamlit Framework, an awesome framework for building ML and NLP tools.
|
| 16 |
Purpose
|
| 17 |
-
To perform basic and useful NLP
|
| 18 |
"""
|
| 19 |
# Core Pkgs
|
| 20 |
import os
|
|
|
|
| 2 |
#App: NLP App with Streamlit
|
| 3 |
Credits: Streamlit Team, Marc Skov Madsen(For Awesome-streamlit gallery)
|
| 4 |
Description
|
| 5 |
+
This is a Natural Language Processing(NLP) base Application which is useful for basic NLP tasks such as follows;
|
| 6 |
|
| 7 |
+
+ Tokenization(POS tagging) & Lemmatization(root mean) using Spacy
|
| 8 |
|
| 9 |
+
+ Named Entity Recognition(NER)/Trigger word detection using SpaCy
|
| 10 |
|
| 11 |
+ Sentiment Analysis using TextBlob
|
| 12 |
|
| 13 |
+
+ Document/Text Summarization using Gensim/T5 both for Bangla Extractive and English Abstructive
|
| 14 |
|
| 15 |
This is built with Streamlit Framework, an awesome framework for building ML and NLP tools.
|
| 16 |
Purpose
|
| 17 |
+
To perform basic and useful NLP tasks with Streamlit, Spacy, Textblob, and Gensim
|
| 18 |
"""
|
| 19 |
# Core Pkgs
|
| 20 |
import os
|