mpanalyze 0.2

A package for analyzing model parameters

Model Parameters Analyzer

This is a Python package that helps you analyze the parameters of your models. It calculates the number of parameters in the model and their percentages than generate analyze JSON file and charts for you.

Porject Displays

Installation

To install this package, you can use pip:

pip install mpanalyze

Usage

You can use this package from the command line with the follow command:

from mpanalyze import params_analyze
params_analyze(${model})

• More parameters
  model: object | The model to analyze.
  name: str(Optional) | The name of the model. It will add to the analyze dir begin. If not specified, the directory name will be 'params_analyze'.
  port: int(Opetional) | The port to use for the HTTP server. If not specified, the browser will not be opened. Recommended only use in Debug mode. If you want to use in training, it will block the training process.
  tree: bool(Optional) | Whether to draw a tree chart. Default is True.
  treemap: bool(Optional) | Whether to draw a TreeMap chart. Default is True.

This will calculate the parameters and their percentages for your model.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License. See the LICENSE file for details.