To install run: pip install chiku
Complex (non-linear) functions like Sigmoid (
Library | Taylor | Fourier | Pade | Chebyshev | Remez | ANN |
---|---|---|---|---|---|---|
numpy | ✔ | |||||
scipy | ✔ | ✔ | ||||
mpmath | ✔ | ✔ | ✔ | ✔ | ||
chiku | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ |
The table above compares our library with other popular Python packages for numerical analysis. While the
While
We show coefficient calculations for a third-order polynomial
Input layer weights are
and biases are
The predicted output is calculated by
where the layer weights
and the constant term is
Our polynomial approximation approach using