Please note that this list is not exhaustive, and there are many other libraries available in Python for various purposes.
| Category | Libraries |
|---|---|
| Data Analysis | pandas, NumPy, SciPy, statsmodels |
| Machine Learning | scikit-learn, TensorFlow, PyTorch, Keras |
| Data Visualization | Matplotlib, Seaborn, Plotly, Bokeh |
| Web Development | Flask, Django, FastAPI |
| Natural Language Processing | NLTK, spaCy, Gensim |
| Image Processing | OpenCV, Pillow |
| Database | SQLAlchemy, psycopg2 (for PostgreSQL), PyMongo (for MongoDB) |
| Web Scraping | Beautiful Soup, Scrapy |
| GUI Development | Tkinter, PyQt, PyGTK |
| Network Programming | requests, socket, Twisted |
| Testing | pytest, unittest |
| Big Data | Apache Spark, Dask, Hadoop |
| Utility | NumPy, pandas, datetime, os, sys, logging |
