novaml 1.0.0

Build machine learning applications with NovaML; The NEW machine learning library!

NovaML

Build machine learning applications with NovaML; The NEW machine learning library!

Note

This library is for learning purposes and not ready for production use!

Install

pip install novaml

Usage

import numpy as np
from novaml.models import LinearRegression

x = np.array([1.0, 2.0])
y = np.array([300.0, 500.0])
w_init = np.array([0.0])
b_init = np.array([0.0])
alpha = 1.0e-2
iterations = 10000
lambd = None

linear_regression = LinearRegression()

final_w, final_b, _, _ = linear_regression.train(
    x, y, w_init, b_init, alpha, iterations, lambd
)

yhat = linear_regression.predict(x, final_w, final_b)

print(f"ytrain: {y}")
print(f"yhat: {yhat}")

Examples

Check the README.md of examples folder.

License

MIT License