首先,“Generate Scripts”一栏可以自动生成一个MATLAB代码;有了这个代码,以后我们再想对这个结构的神经网络模型进行训练,就不用再在神经网络拟合工具箱中点来点去了,直接把新的输入数据、输出数据导入到代码里,修改代码中对应的参数即可。例如,我们一直提及的那篇文章,其中的代码其实就是通过这个选项来生成的。 接下来
MATLAB provides AI capabilities similar to those of dedicated AI tools like scikit-learn or TensorFlow—and more importantly, only MATLAB lets you integrate AI into the complete workflow for developing a fully engineered system, from data preparation to deployment. Highlights Generate MATLAB code using...
Using MATLAB and Simulink for Deployment to Embedded AI Discover how you can prepare AI models and automatically generate code to deploy embedded AI applications to CPUs, GPUs, FPGAs, and more. Explore tutorials, examples, and videos for practical advice on embedded AI with MATLAB and Simulink....
Talk to an AI expert. Email us 30-Day Free Trial Try MATLAB, Simulink, and More Get started Select a Web Site Choose a web site to get translated content where available and see local events and offers. Based on your location, we recommend that you select:中国. ...
A powerful MCP server that integrates MATLAB with AI, allowing you to execute MATLAB code, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation directly through your AI assistant. Features Resources Access MATLAB documentation via matlab://documentation/getting-started...
Download and share free MATLAB code, including functions, models, apps, support packages and toolboxes
LLMs with MATLAB Now Supports OpenAI GPT-4o mini Check out the LLMs with MATLAB project on File Exchange to access Large Language Models from MATLAB. Along with the latest support for GPT-4o mini, you can use LLMs with MATLAB to generate images, categorize data, and provide semantic an...
Code Generation for Deep Learning Simulink Model That Performs Lane and Vehicle Detection(Embedded Coder) This example shows how to generate C++ code from a Simulink® model that performs lane and vehicle detection using convolutional neural networks (CNN). ...
localhost:8080/ai/generate/function/call?message=上海的天气怎么样 { "errno": 0, "msg": "success", "data": "上海目前的天气是小雨转阴,气温在13°C到19°C之间。" } 3.4 结构化结果输出 3.4.1 结构化输出概念 OutputParser 大模型的输出结果随机性非常强,在建立AI原生应用时,为了更好的适配我们展现...
() # 代码执行环境 def generate(self, input): # 多步推理过程 plan = self.llm.planning(input) code = self.llm.translate(plan) return self.code_interpreter.execute(code) 三、关键数据库结构 四、开发实施路径建议基础层构建采用PyTorch/TensorFlow框架实现核心神经网络,结合Ray框架进行分布式训练(2421531015...