Top 20 Python Libraries for Data Science

Core Libraries & Statistics

1. NumPy
2. SciPy
3. Pandas
4. StatsModels

Visualization

5. Matplotlib
6. Seaborn
7. Plotly
8. Bokeh
9. Pydot

Machine Learning

10. Scikit-learn
11. XGBoost
12. Eli5

Deep Learning

13. TensorFlow
14. PyTorch
15. Keras

Distributed Deep Learning

16. Dist-keras / elephas / spark-deep-learning

Natural Language Processing

17. NLTK
18. SpaCy
19. Gensim

Data Scraping

20. Scrapy