Gamma Ray curve units breakdown

Introduction

This package provides several functions to deal with gamma ray curve in geological field.

Installation

Installing the package as a library in Python by the command.

pip insatll git+https://github.com/KienMN/GR-Curve-Unit-Breakdown.git

Dependencies

numpy
pandas
matplotlib
seaborn
pywt
statsmodels

Usage

List of major methods. Details parameters and returns are described in each method definition.

UnitBreaker().fill_null_values()
UnitBreaker().detect_changing_direction_point()
UnitBreaker().refine_peak()
UnitBreaker().select_boundary()
UnitBreaker().stack_unit()
UnitBreaker().detect_sharp_boundary()
UnitBreaker().detect_lithofacies()
UnitBreaker().label_shape_code()
UnitBreaker().assign_unit_index()
UnitBreaker().find_similar_units()
UnitBreaker().visualize_units_boundary()
UnitBreaker().visualize_units()

Addition methods are included in smoothing_functions.py, dataset.py and utils.py.

Testing

Test cases are written following format of unittest module. Run test files by command.

python3 tests/{test_file_name}.py

Visualization

Sample visualization of units on the GR curve.