Python(编程语言)
人工智能
计算机科学
人工神经网络
机器学习
深度学习
程序设计语言
作者
Changquan Huang,Alla Petukhina
出处
期刊:Statistics and computing
日期:2022-01-01
卷期号:: 341-361
标识
DOI:10.1007/978-3-031-13584-2_10
摘要
Artificial intelligence (AI) has gained considerable achievements over the last decades, and AI methods have been proposed as alternatives to statistical ones for time series forecasting and classification. This chapter introduces some latest advancements in this respect, including artificial neural networks and deep learning, Google’s TensorFlow, and more. Now the Python package Keras has become a module of TensorFlow as a frontend. We also discuss how to use TensorFlow and write Python code to implement time series forecasting. Note that there are a lot of terms in this chapter from the fields of artificial intelligence and computer science.
科研通智能强力驱动
Strongly Powered by AbleSci AI