machine learning algorithmsmathematical analysistabular datasetunsupervised learningThis chapter is about techniques for studying the latent structure of our data, in situations where we do not know a priori wha
Get started in the field of Machine Learning with the help of this solid, concept-rich, yet highly practical guide. Your one-stop solution for everything that matters in mastering the whats and whys of Machine Learning algorithms and their implementation. Get a solid foundation for your entr...
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Machine learning is a research area of artificial intelligence that enables computers to learn and improve from large datasets without being explicitly programmed. It involves creating algorithms that can analyze patterns in data and generate models for specific tasks, allowing for accurate predictions and...
介绍:这是一本关于分布式并行处理的数据《Explorations in Parallel Distributed Processing: A Handbook of Models, Programs, and Exercises》,作者是斯坦福的James L. McClelland。着重介绍了各种神级网络算法的分布式实现,做Distributed Deep Learning 的童鞋可以参考下 《“机器学习”是什么?》 介绍:【“机器学习”...
In Chapter 73 (Cardiovascular Techniques and Technology) authors discuss how machine learning techniques can be used for the prediction and classification of different cardiovascular conditions and diseases. Read full chapterView PDF Book 2020, Clinical Engineering Handbook (Second Edition)Almir Badnjević...
8138Accesses 12Altmetric Metrics Abstract Feature attributions based on the Shapley value are popular for explaining machine learning models. However, their estimation is complex from both theoretical and computational standpoints. We disentangle this complexity into two main factors: the approach to removi...
We present ilastik, an easy-to-use interactive tool that brings machine-learning-based (bio)image analysis to end users without substantial computational expertise. It contains pre-defined workflows for image segmentation, object classification, counting and tracking. Users adapt the workflows to the ...
Learning Handbook Paper/2018 language model 3 masterpiece book README.md generating_README_file.py Content 机器学习深度学习相关书籍、课件、代码的仓库。 Machine learning is the warehouse of books, courseware and codes. book book\Advanced Data Analytics Using Python.pdf ...
^【Kaiqing Zhang et al】Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms, Springer Studies in Systems, Decision and Control, Handbook on RL and Control, 2020 (Invited) https://arxiv.org/pdf/1911.10635 ^徐枭涵,从单机到多机的无人机与机器人集群的实时定位与...