Reading List
A curated collection of foundational textbooks and resources related to Machine Learning, Optimization, Physics-based Deep Learning, and Computer Graphics.
- Pattern Recognition and Machine Learning
- Principles of Data Mining
- Randomized Algorithms
- Convex Optimization
- Physics-based Deep Learning
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
- Artificial Intelligence - A Modern Approach
- Digital Image Processing
- Deep Reinforcement Learning Hands-On
- 3D Computer Graphics