Prof. Peter Gerstoft briefly introduced the data-driven machine learning methods in ocean acoustics and the difference from other conventional model-based approaches at first.
图3.将对车辆进行分类的机器学习方法(左)与深度学习(右)进行比较。
Comparing a machine learning approach to categorizing vehicles(left) with deep learning(right).
一般来说,更简单的机器学习方法不需要GPU的加速。
In general, simpler machine learning methods don't need the speedup of a GPU.
一个好的机器学习方法,可以应用于所有处理大数据的产业,他说。
A better machine-learning approach could be applied in just about any industry that handles large amounts of data, he says.
但驱动这些系统的机器学习方法表明,在未来几年内将会继续取得很大的进步。
But the machine learning methods that drive these systems point to continued progress in the years to come.
传统方法和疾病预测的机器学习方法之间的差异是要考虑的因变量的数量。
The difference between traditional approach and the machine learning approach for disease prediction is the number of dependent variables to consider.
Maluuba的新型机器学习方法被称为“混合式奖赏架构”(HRA)。
Maluuba's novel machine learning method was called"Hybrid Reward Architecture"(HRA).
上面的简单模型也许和许多其他最新的机器学习方法一样准确(Angelinoetal.,2018)。
The simple model aboveis also as accurate as many other state-of-the-art machine learning methods(Angelino et al., 2018).
由谷歌研究人员开发的这种令人兴奋的新型机器学习方法中,两个神经络彼此对抗;
In this exciting new machine-learning approach, developed by a Google researcher, two neural networks are pitted against one another;
Io的人工智能创业公司的研究团队也正在使用自己的机器学习方法来解决动态资源分配问题。
Io, based in Cambridge in the UK,is also using its own machine learning approach to tackle dynamic resource allocation problems.
经典的机器学习方法涉及许多复杂的步骤,需要数十名领域专家、数学家和程序员的合作.
Classic machine learning approaches involved lots of complicated steps and required the collaboration of dozens of domain experts, mathematicians and programmers.
他表示,“医生需要一个界面和医疗记录、图像--每一种图像都需要不同的机器学习方法。
Doctors want an interface and medical records, images-each requires a different machine-learning approach,” he says.
可以实现常见的机器学习方法,并设计和实施通过修改现有的方法新的算法;
Can implement common machine learning methods, and design and implement novel algorithms by modifying the existing approaches.
前言:随机森林是一个非常灵活的机器学习方法,从市场营销到医疗保险有着众多的应用。
Random forest is a highly versatile machine learning method with numerous applications ranging from marketing to healthcare and insurance.
S paper"Map-Reduce for Machine Learning on Multicore" buthas since evolved to cover much broader machine-learning approaches.
使用监督和增强的机器学习方法,操作人员可以调整分析模型,因为他们可以在执行工作流时做出决策。
Using supervised and reinforced machine learning approaches, the operations persons can tune the analytics models as they make decisions while executing the workflow.
Scikit-learn具有广泛的强大的机器学习方法,易学已用。
Scikit-learn has a wide selection of robust machine learning methods and is easy to learn and use.
S paper"Map-Reduce for Machine Learning on Multicore"(see Related topics)but has since evolved to cover much broader machine-learning approaches.
无监督的机器学习方法对研究人员来说是很有趣的,但显然,这种方法过于分散,不能有针对性地地解决问题。
Unsupervised machine learning approaches have been interesting to researchers but, for obvious reasons, too unfocused to be very useful for problem-solving.
Maluuba的新机器学习方法被称为“混合奖励架构”(HRA)。
Maluuba's novel machine learning method was called"Hybrid Reward Architecture"(HRA).
两种最广泛采用的机器学习方法是监督学习和无监督学习,但它们并不是仅有的方法。
Two of the most widely adopted machine learning methods are supervised learning and unsupervised learning- but there are also other methods of machine learning..
提前停止规则已经在许多不同的机器学习方法中使用,理论基础不尽相同。
Early stopping rules have been employed in many different machine learning methods, with varying amounts of theoretical foundation.
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