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View Code? Open in Web Editor NEWPlots neural network activation functions using TensorFlow.js and Plotly.js
License: MIT License
Plots neural network activation functions using TensorFlow.js and Plotly.js
License: MIT License
I've used some modern JavaScript features which may not work in older browsers. Ideally there would be a warning for older browsers, or it could be transpiled to ES5.
It would be cool to be able to change weights per activation function. Or even create two of the same activation function (eg. sigmoid) with different weights.
However would need to find some way to integrate this feature into the UI without making it too complex to use.
This might make it clearer with certain activation functions, eg. relu
When extending the Y-axis for relu, it aims at same point in top right corner so it looks like the angle changes. In fact this is an illusion because the X-axis is also extending automatically.
Not yet sure how to do this in the best way. Other activation functions seem to benefit from auto-fitting the X-axis
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