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书籍 Neural Networks and Deep Learning(简体中文)
Neural Networks and Deep Learning(简体中文),比较经典的深度学习入门教程。
书籍 Python Machine Learning
Unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics
源码 Q-learning
Q-learning在机器人路径规划中的应用
源码 Q-Learning path planning
强化学习中的Q-Learning在路径规划中的应用
书籍 A Course in Machine Learning
Machine learning is a broad and fascinating field. Even
today, machine learning technology runs a substantial part of your
life, often without you knowing it. Any plausible approach to artifi-
cial intelligence must involve learning, at some level, if for no other
reason than it’s hard to call a sy ...
书籍 Auto-Machine-Learning-Methods-Systems-Challenges
The past decade has seen an explosion of machine learning research and appli-
cations; especially, deep learning methods have enabled key advances in many
applicationdomains,suchas computervision,speechprocessing,andgameplaying.
However, the performance of many machine learning methods is very sensi ...
书籍 Bishop-Pattern-Recognition-and-Machine-Learning
Pattern recognition has its origins in engineering, whereas machine learning grew
out of computer science. However, these activities can be viewed as two facets of
the same field, and together they have undergone substantial development over the
past ten years. In particular, Bayesian methods have g ...
书籍 Foundations+of+Machine+Learning+2nd
This book is a general introduction to machine learning that can serve as a reference
book for researchers and a textbook for students. It covers fundamental modern
topics in machine learning while providing the theoretical basis and conceptual tools
needed for the discussion and justification of al ...
书籍 interpretable-machine-learning
Machinelearninghasgreatpotentialforimprovingproducts,processesandresearch.Butcomputers
usually do not explain their predictions which is a barrier to the adoption of machine learning.
This book is about making machine learning models and their decisions interpretable.
After exploring the concepts of ...
书籍 Machine Learning Healthcare Technologies
Much has been written concerning the manner in which healthcare is changing, with
a particular emphasis on how very large quantities of data are now being routinely
collected during the routine care of patients. The use of machine learning meth-
ods to turn these ever-growing quantities of data into ...