Linear regression example with Scikit-learn

How to Implement Grid Search Using GridSearchCV in Python

Nonlinear data fitting with the nls function in R

Gradient Boosting Regression Example with 'gbm' in R

Classification Example with Scikit-learn BaggingClassifier

Gradient Boosting Regression with Scikit-learn

Gradient Boosting classification with Scikit-learn

Gaussian Naive Bayes Classification Example with Scikit-learn

Binary Classification with Logistic Regression in Python

Regression Example with RandomForestRegressor class

Classification with RandomForestClassifier in Python

Classification with decision trees in Python

Linear regression example with R

Linear regression example with Scikit-learn

Smoothing example with the Savitzky-Golay filter in Python

Curve fitting with SciPy curve_fit function

Curve fitting example with Scipy leastsq() function

Univariate interpolation example with SciPy functions

B-spline curve fitting example

B-Spline Interpolation Example with Scipy

Spline Interpolation Example with SciPy

Dual Annealing Optimization Example in Python

Differential Evolution Optimization Example in Python

Nelder-Mead Optimization Example with Python

Univariate Function Optimization Example in Python