- Data Science
Pandas. Flexible and powerful data analysis/manipulation library for Python.
https://github.com/pandas-dev/pandas
NumPy. The fundamental package for scientific computing with Python.
https://github.com/numpy/numpy
SciPy. Fundamental algorithms for scientific computing in Python.
https://github.com/scipy/scipy
Seaborn. Statistical data visualization in Python.
https://github.com/mwaskom/seaborn
Matplotlib. A comprehensive library for creating static, animated, and interactive visualizations.
https://github.com/matplotlib/matplotlib
- Machine Learning
scikit-learn. Machine learning in Python.
https://github.com/scikit-learn/scikit-learn
PyTorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration.
https://github.com/pytorch/pytorch
TensorFlow. An Open Source Machine Learning Framework for Everyone.
https://github.com/tensorflow/tensorflow
Keras. Deep Learning for humans.
https://github.com/keras-team/keras
- MLOPS (Machine Learning Operations)
MLflow. Open source platform for the machine learning lifecycle.
https://github.com/mlflow/mlflow
Kubeflow. The Machine Learning toolkit for Kubernetes.
https://github.com/kubeflow/kubeflow
- Explainable AI (XAI)
SHAP (SHapley Additive exPlanations). A game theoretic approach to explain the output of any machine learning model.
https://github.com/shap/shap
- Text Processing
spaCy. Industrial-strength Natural Language Processing (NLP) in Python.
https://github.com/explosion/spaCy
TextBlob. Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
https://github.com/sloria/TextBlob
- Image Processing
OpenCV. Open Source Computer Vision Library.
https://github.com/opencv/opencv-python
scikit-image. Image processing in Python.
https://github.com/scikit-image/scikit-image
- Web Framework
Django. The Web framework for perfectionists with deadlines.
https://github.com/django/django
Flask. The Python micro framework for building web applications.
https://github.com/pallets/flask
FastAPI. FastAPI framework, high performance, easy to learn, fast to code, ready for production.
https://github.com/tiangolo/fastapi
- Web Scraping
Scrapy. Fast high-level web crawling & scraping framework for Python.
https://github.com/scrapy/scrapy
Selenium. A browser automation framework and ecosystem.
https://github.com/seleniumhq/selenium