CalNeuralLenApp is an neural network analysis and visualization designed to support deep learning
CalNeuralLenApp
What is it about?
CalNeuralLenApp is an neural network analysis and visualization designed to support deep learning. It features an Activation Function Grapher to visualize popular functions and a Gradient Descent Visualizer to interactively demonstrate optimization dynamics. Tools like the Data Split Ratio Tool, Parameter Counter, and Model Size Estimator assist with model setup and resource planning. The app also includes analysis utilities such as the Neural Network Depth/Width Analyzer, Dropout Rate Impact Calculator, and Overfitting Estimator to assess model design and performance risks. Advanced evaluators for L1/L2 regularization, batch size effects, and storage help optimize training strategies. CalNeuralLenApp offers valuable insights at every stage of neural network.
App Store Description
CalNeuralLenApp is an neural network analysis and visualization designed to support deep learning. It features an Activation Function Grapher to visualize popular functions and a Gradient Descent Visualizer to interactively demonstrate optimization dynamics. Tools like the Data Split Ratio Tool, Parameter Counter, and Model Size Estimator assist with model setup and resource planning. The app also includes analysis utilities such as the Neural Network Depth/Width Analyzer, Dropout Rate Impact Calculator, and Overfitting Estimator to assess model design and performance risks. Advanced evaluators for L1/L2 regularization, batch size effects, and storage help optimize training strategies. CalNeuralLenApp offers valuable insights at every stage of neural network.
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