
Machine Learning Playground
教育
S$ 5.98
包含在以下套装中
iPad
 Machine Learning Playground allows you to experiment with neural network models. The application ships with four read-only datasets. Some datasets are designed for regression analysis while others are suited for classification.  The models themselves will consist of three layers: inputs, hidden and outputs. There is a set of hyper-parameters that you can adjust to gauge their effects on a model's accuracy. You can define a stopping condition for halting the model's training step via the number of epochs or the loss target value. You can also switch between two loss functions - Mean Squared Error and Cross-Entropy. Zoomable charts plot loss and accuracy across the epochs.
The app will also allow you to create and save custom datasets. You specify the number of inputs, hidden nodes and outputs along with the activation functions at the hidden and output layers. Tune your model built on your custom dataset using the hyper-parameters. The data files that you create are stored in the app's domain on the iPad. Those files will persist until you either delete them yourself using the delete feature on the Custom Datasets page, or you remove the app entirely from your iPad. 
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 The app has been recompiled to run under iOS v16.1. The app layout was updated so that it displays properly across newer as well as older iPad generations. 
  开发者“Thomas Crampton”已表明该 App 的隐私规范可能包括下述数据处理方式。更多相关信息,请参阅 开发者隐私政策 。
未收集数据
开发者不会从此 App 中收集任何数据。
辅助功能
开发者尚未表明此 App 支持哪些辅助功能。 进一步了解
信息
- 提供者
 - Thomas Crampton
 
- 大小
 - 5.4 MB
 
- 类别
 - 教育
 
- 兼容性
 设备需装有 iPadOS 16.1 或更高版本。
- iPad
设备需装有 iPadOS 16.1 或更高版本。 - Apple Vision
设备需装有 visionOS 1.0 或更高版本。 
- 语言
 - 英语
 
- 年龄分级
 4+
- 4+
 
- 版权
 - © 2019 Thomas Crampton
 
