Harness the power of MATLAB for deep-learning challenges. This book provides an introduction to deep learning and using MATLAB's deep-learning toolboxes. You’ll see how these toolboxes provide the complete set of functions needed to implement all aspects of deep learning. Along the way, you'...
Harness the power of MATLAB for deep-learning challenges. Practical MATLAB Deep Learning, provides an introduction to deep learning and using the Deep Learning Toolbox to solve many projects. In this book, you’ll see how these toolboxes provide the comp
Deep learning is used to develop models that can find patterns in data. But it isn’t the only method capable of doing this. So when is deep learning the best option for solving practical engineering problems? Find the answers in this guide, which explores how deep learning can be particula...
We introduce ideas on how to use reinforcement learning for practical control design with MATLAB and Reinforcement Learning Toolbox, using a complete workflow for the design, code generation, and deployment of the reinforcement learning controller.
Deep learning doesn't have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you'...
Caffe is a deep learning framework developed by the Berkeley Vision and Learning Center (BVLC). It is written in C++ and has Python and Matlab bindings. There are 4 steps in training a CNN using Caffe:Step 1 - Data preparation: In this step, we clean the images and store them in a ...
主要内容涵盖柔性钢轨在Abaqus中的建模要点,如使用梁单元和截面属性模拟钢轨并生成带有微小弯曲的节点坐标;FBI文件的生成方法,包括从Abaqus导出inp文件并通过Matlab脚本转换为Simpack所需的fbi格式;钢弹簧浮置板的搭建,提供了模板代码用于设置弹簧和阻尼参数;以及轨道不平顺激励的生成,采用Python脚本基于德国低干扰谱生成随机...
泪染**轻裳 上传12.23 MB 文件格式 zip course-materials deep-learning deep-reinforcement-learning git-course hacktoberfest keras mooc pytorch pytorch-tutorials reinforcement-learning tensorflow Practical_RLA课程是一个面向实践的强化学习项目,旨在帮助更好地理解并应用强化学习。该课程专注于强化学习的实际应用...
Ryan T. Whiteis a Ph.D. in Applied Mathematics. He works as a professor at Florida Institute of Technology and researcher working on authoring educational materials/graphics, financial modeling, statistical modeling, and data science with R, Python, Matlab, and LateX. ...
To have convincing results, we use the LDPC coding framework from Matlab toolbox where the LDPC coding follows the digital video broadcast (DVB) standard. The coding bit sequence has 64,800 bits and the number of information bits and parity bits are determined by a coding rate. In this ...