Learning NLP

The topics of this repository have been taken from the excellent book 'Text Analytics with Python' by Dipanjan Sarkar although the examples and code are mostly completely different.

Index

1. Syntax Analysis
2. Text Preprocessing
3. Feature Engineering
4. Core NLP Tasks
5. Information Retrieval
6. Unsupervised Learning
7. Advanced Applications

Languages and Tools

Requirements

CairoSVG==2.7.1
gensim==4.3.2
keras==3.0.2
matplotlib==3.6.3
nltk==3.8
numpy==1.24.2
pandas==2.1.4
Pattern==3.6
Pillow==10.1.0
PyYAML==6.0.1
scikit_learn==1.3.2
scipy==1.11.4
spacy==3.7.2
stanza==1.7.0
tabulate==0.9.0
textblob==0.17.1
vaderSentiment==3.3.2

License

This project is licensed under the MIT License - see the LICENSE.md file for details

---

Connect with me