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北京天演融智软件有限公司(科学软件网)前身是北京世纪天演科技有限公司,成立于2001年,专注为国内高校、科研院所和以研发为主的企事业单位提供科研软件和服务的国家。
MATLAB® and Simulink® enable automotive engineering organizations to accelerate vehicle development processes and to deliver vehicles that meet market requirements for safety, comfort, fuel economy, and performance.
Automotive engineers use MATLAB and Simulink to:
Run simulations to evaluate trade-offs and optimize designs
Develop and test perception, planning, and control algorithms
Validate requirements early through rapid prototyping
Generate code for prototyping or production, in floating or fixed-point, for MCUs, GPUs, SoCs and FPGA devices
Analyze test fleet and production vehicle data
Comply with AUTOSAR and ISO 26262 standards
Automated Driving and Advanced Driving Assistance Systems (ADAS)
Use MATLAB and Simulink to accelerate the development of automated driving functions including perception, planning, and control functions. Run simulations in Simulink to test, integrate, and tune these functions using programmatically generated scenes and maximize test coverage across various road, traffic, and environmental conditions without expensive prototype vehicles.
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为什么使用 MATLAB 实现深度学习?
互操作性
不再有框架基于 MATLAB 还是 Python 的选择题。使用 ONNX 导入和导出功能,MATLAB 支持与开源深度学习框架的互操作性。使用 MATLAB 工具的大意义在于——访问 Python 中没有的功能与预置函数及应用程序。
预处理应用程序
快速开始网络训练。使用特定领域应用程序快速预处理音频、视频和图像数据集。使用 Deep Network Designer 应用程序创建复杂的网络架构,或修改预训练网络以进行迁移学习,在训练之前可视化、检查并修复问题。
多平台部署
可随处部署深度学习模型,包括 CUDA、C 代码、企业系统或云。若在意性能,您可以利用 Intel® (MKL-DNN)、NVIDIA(TensorRT、cuDNN)和 ARM® (ARM Compute Library) 优化库生成代码,创建具有高性能推理速度的可部署模型。
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MATLAB® helps geoscientists understand the dynamics, preconditions, and trends related to Earth, the ocean, and the atmosphere. You can use MATLAB for projects such as studying climate change's impact on global coral reefs, analyzing seismic activity, or modeling water flow. MATLAB can help whether you’re collecting data from the field or from facilities such as IRIS's Data Managment Center.
Analyze and visualize your data using techniques such as statistics, ** processing, image processing, and mapping. With MATLAB, you can build and simulate models of past and future environmental events.
Work with a variety of data sources to access and analyze data from peer research, government- and university-funded data facilities, and other software packages. Synthesize flawed and large data, collaborate across universities and institutions, and access computing resources for large-scale analyses and simulations.
Explore community toolboxes and apps on File Exchange and GitHub®, where researchers often publish code artifacts tied to innovative scientific findings.
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使用 MATLAB 实现机器学习
利用工程、生产和金融数据发现规律并构建预测模型
使用 MATLAB®,和其他领域部署了成千上万的应用程序,用于预测性维护、传感器分析、金融和通信电子。MATLAB 通过以下功能让机器学习的困难部分变得简单易行
点击式应用,可用于训练和比较模型
信号处理和特征提取技术
自动**参数调优和特征选择,可优化模型性能
能使用相同的代码规模处理大数据和集群
为嵌入式和高性能应用程序自动生成 C/C++ 代码
各种常用的分类、回归和聚类算法,用于监督式和无监督学习
对于大多数统计和机器学习计算,比开源工具执行速度更快
利用 MATLAB® tall 数组的强大功能和简易性,访问、探索和处理大数据及无法存入内存的数据(包括存储在 Spark™ 和 Hadoop® 上的数据)。
2020年,北京天演融智软件有限公司申请高等教育司产学合作协同育人项目,“大数据”和“机器学习”师资培训项目,以及基于OBE的教考分离改革与教学评测项目已获得批准。我们将会跟更多的高校合作,产学融合协同育人。
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