Notes
Libraries for ML
Essential Python libraries and frameworks for Machine Learning development and deployment.
These notes are being written. Each topic below will become its own page. Contributions are welcome — every page is a Markdown file in the repository.
Planned topics
| Topic | Level | Tags |
|---|---|---|
| TensorFlow | intermediate | deep learning, neural networks, keras |
| PyTorch | intermediate | deep learning, dynamic graphs, autograd |
| Scikit-learn | beginner | machine learning, algorithms, preprocessing |
| Pandas & NumPy | beginner | data manipulation, arrays, dataframes |
| Visualization | beginner | matplotlib, seaborn, plotting |
| Boosting Libraries | intermediate | xgboost, lightgbm, catboost |