Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
A complete ML study path, focused on TensorFlow and Scikit-Learn
有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
One has no future if he couldn’t teach himself.
Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata]
Python Data Science Handbook: full text in Jupyter Notebooks
A library providing various existing GANs in PyTorch.
The 3rd edition of course.fast.ai
Notebooks for my “Deep Learning with TensorFlow 2 and Keras” course