Adaptive Computation and Machine Learning series
Han Bao und andere
Reihe • 18 Bücher • Computer und Internet
Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
Probabilistic Machine Learning
Kevin P. Murphy
Introduction to Machine Learning, fourth edition
Ethem Alpaydin
Introduction to Natural Language Processing
Jacob Eisenstein
Knowledge Graphs
Mayank Kejriwal, Craig A. Knoblock & Pedro Szekely
Foundations of Machine Learning, second edition
Mehryar Mohri, Afshin Rostamizadeh & Ameet Talwalkar
Elements of Causal Inference
Jonas Peters, Dominik Janzing & Bernhard Schölkopf
Learning Theory from First Principles
Francis Bach
Veridical Data Science
Bin Yu & Rebecca L. Barter