geolysis
is an open-source library for geotechnical analysis and modeling.
It offers tools for soil classification, Standard Penetration Test (SPT)
analysis, and bearing capacity estimation, among others.
The geolysis
library is among four main projects: geolysis.gui
,
geolysis.excel
, and geolysis.ai
. The geolysis library powers all of these
projects.
The geolysis
projects are currently under developement and not yet
publicly available.
Active development of geolysis
occurs on the dev
branch. For more
information on the latest features of geolysis
, switch to the
dev
branch.
Here are brief descriptions of these projects:
geolysis.gui | A graphical user interface that allows users to interact with the geolysis library. Through this interface, users can view generated reports and visualizations, such as Particle Size Distribution (PSD) curves, Atterberg Limits plots, and Compaction curves, among others. Additionally, it enables users to conduct foundation analysis and design, among other functionalities. |
geolysis.excel | An add-in for Microsoft Excel that performs simple geotechnical
analysis. It offers some features similar to geolysis.gui
within Microsoft Excel.
|
geolysis.ai | Offers machine learning models that are trained using geotechnical data. |
.
├── .github # GitHub Actions
├── docs # Documentation files
├── geolysis # Source files
├── tests # Automated tests
└── README.md
$ pip install geolysis
>>> from geolysis.soil_classifier import create_soil_classifier
>>> uscs_clf = create_soil_classifier(liquid_limit=34.1,
... plastic_limit = 21.1,
... fines = 47.88,
... sand = 37.84,
... clf_type = "USCS")
>>> clf = uscs_clf.classify()
>>> clf
SoilClf(symbol='SC', description='Clayey sands')
>>> clf.symbol
'SC'
>>> clf.description
'Clayey sands'
>>> from geolysis.soil_classifier import create_soil_classifier
>>> aashto_clf = create_soil_classifier(liquid_limit=34.1,
... plastic_limit = 21.1,
... fines = 47.88,
... sand = 37.84, # Sand is optional for AASHTO classification
... clf_type = "AASHTO")
>>> clf = aashto_clf.classify()
>>> clf
SoilClf(symbol='A-6(4)', description='Clayey soils')
>>> clf.symbol
'A-6(4)'
>>> clf.description
'Clayey soils'
Soil Classification | AASHTO Classification System |
Unified Soil Classification System | |
Standard Penetration Test (SPT) Analysis | SPT Energy Correction |
SPT Overburden Pressure Correction | |
Dilatancy Correction | |
SPT N-Design Calculation | |
Bearing Capacity Estimation | Allowable Bearing Capacity Estimation |
Ultimate Bearing Capacity Estimation |
Full documentation is available here
Contribution guidelines can be found here
This project is licensed under the MIT License - see the LICENSE file for more details.
For questions or feedback, please contact us at boatengpato.pb@gmail.com