Optimization

Three functions quadratic, log transform and bi-quadratic are optimized using the following three optimization methods.

1. Gradient Descent
2. Newton's Method
3. Quasi-Newton's Method

Usage

1. Install Dependencies

pip install -r requirements.txt

2. Run the following command for optimization which outputs results in reports directory

python -m src.run

To change the configuration for running the algorithms, you can update the configs/config.yml file.