smartcalc-mlops-sunilakiran 0.1.0

A Smart Calculator Python package with ML features built with MLOps best practices.

SmartCalc MLOps

A Smart Calculator Python package with Machine Learning features, deployed end-to-end using MLOps best practices.

Installation

You can install the package directly from PyPI:

pip install smartcalc_mlops

Features

• Basic Calculator: Addition, subtraction, multiplication, division.
• Advanced Math: Power, square root, logarithm, factorial.
• Statistics: Mean, median, standard deviation.
• ML Module: Linear regression (from scratch), gradient descent, Mean Squared Error (MSE).
• MLOps: Custom logging system, configuration loader, and specific exceptions.

Usage

from smartcalc_mlops import Calculator, MLModule

# Basic math
calc = Calculator()
print(calc.add(2, 3))

# ML Module
ml = MLModule()
X = [1, 2, 3, 4, 5]
y = [2, 4, 5, 4, 5]
slope, intercept = ml.linear_regression(X, y)
print(f"Slope: {slope}, Intercept: {intercept}")

smartcalc_pkg1

simple mlops calculator to calculate