linear-regression-three-ways/ ├── data/ │ └── dataset.csv # Generated synthetic dataset ├── models/ │ ├── sklearn_model.py # Linear regression using Scikit-learn │ ├── gradient_descent.py # Linear ...

data = pd.read_csv("C:\\Users\\user\\Desktop\\Jupyter\\Hoursstudied.csv") ...

In this study, we introduce an innovative Zak-OTFS transmission framework that integrates channel estimation (CE) alongside an offset gradient descent (OGD) equalization method. The proposed scheme ...

It is demonstrated by example that in the absence of the standard initial starting condition on a quadratic function, the continued conjugate gradient method will converge to the solution no better ...