Activation function
| ライブラリ名 | 概要 |
|---|---|
 Sigmoid function | Calculate the sigmoid function σ(x). |
| The First Derivative of the Sigmoid Function | Calculate the first derivative s'a(x) of the sigmoid function. |
| The Second Derivative of the Sigmoid Function | Calculate the second derivative s''a(x) of the sigmoid function. |
| Sigmoid Function (Graph) | This tool calculates and plots the sigmoid function, as well as tables of its first and second derivatives. |
| Soft sign function | Calculate the soft sign function φ(x). |
| First derivative of a soft sign function | Calculate the first derivative φ'(x) of the soft sign function. |
| Soft Sign Function (Graph) | Calculates and plots the Softsign function and its first derivative. |
| Soft Plus Function | Calculates the Softplus function φ(x). |
| First derivative of the soft-plus function | Calculate the first derivative φ'(x) of the Softplus function. |
| Soft Plus Function (Graph) | This tool calculates and plots the Softplus Function and its first derivative. |
| Softmax function | Calculate the value of the softmax function. |
| ReLU | Calculate the ReLU (Rectified Linear Unit). |
| ReLU (graph) | Calculate the ReLU (Rectified Linear Unit) and display the results in a graph. |
| Leaky ReLU | Compute the Leaky ReLU (Leaky Rectified Linear Unit). |
| Leaky ReLU (graph) | Calculate the Leaky ReLU (Leaky Rectified Linear Unit) and display the results in a graph. |
| tanh(x) function | Calculates the tanh(x) function (hyperbolic tangent function). |
| The first derivative of the tanh(x) function | We will calculate the first derivative tanh'(x) of the tanh(x) function (hyperbolic tangent function). |
| The second derivative of the tanh(x) function | We will calculate the second derivative tanh''(x) of the tanh(x) function (hyperbolic tangent function). |
| The tanh(x) Function (Graph) | This tool calculates and plots the tanh(x) function (hyperbolic tangent function), as well as tables of its first and second derivatives. |