spml2-mltools
Overview
spml2-mltools is a convenient package for applying machine learning workflows with a Streamlit app, generating Excel outputs, and visualizations.
Installation
pip install spml2-mltools
Quick Start
1. Initialize Example Files
spml2 init
# Creates:
# - spml2_main.py
# - options_user.py
# - models_user.py
You can also use:
spml init
2. Run Classification
python spml2_main.py
3. Launch the Web UI
spml2 web
You can also use:
spml web
Features
- Streamlit-based web runner
- ROC curve visualization
- Feature importances
- SHAP graphs
- Excel output generation
Documentation
1 maintainer
Metadata
1 maintainer
Release files for spml2-mltools 1.0.41
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| spml2_mltools-1.0.41.tar.gz | 22.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| spml2_mltools-1.0.41-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 53.1 kB
Release files / spml2_mltools-1.0.41.tar.gz
| Download URL | spml2_mltools-1.0.41.tar.gz |
|---|---|
| Size | 22.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
Release files / spml2_mltools-1.0.41-py3-none-any.whl
| Download URL | spml2_mltools-1.0.41-py3-none-any.whl |
|---|---|
| Size | 30.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.13
|
