Model-Insight
Description
Model-insight is a Python third-party library that loads commonly used mathematical modeling data sets and performs modeling processing (such as evaluation problems, simulation problems, etc.). At the same time, we can also learn the related knowledge of mathematical modeling.
Installing
Use pip
>>>pip install model-insight==0.4.2
Load Datasets
>>>from model_insight.load_datasets import load_#
Several datasets are availiable:
- Evaluation
- Battery
- Roller coaster
- Aircraft
- Optimization
- oil
- swim
- portfolio
- Change
- Population of U.S.
- Shanghai COVID cases
- Prediction
- Restaurant sales
- Mead lake
- Titanic
- Explaination
- Adult salary
Multi-criteria Decision Making
Model-Insight provides some functions to preprocess data, give weights, and do comprehensive evaluation. For example,
>>>from model_insight.mcdm_functions import ahp
>>>judgement_matrix = np.array([[1,2,3],[1/2,1,4],[1/3,1/4,1]])
>>>ahp_weights = ahp(judgement_matrix)
>>>ahp_weights
>>>The Max Eigenvalue is (3.1078473338549757+0j)
array([0.51713362+0.j, 0.35856042+0.j, 0.12430596+0.j])
Welcome to cooperation
If you are interested in this project, you can contact me via learningmm@163.com.
1 maintainer
Metadata
1 maintainer
Release files for model-insight 0.71
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| model-insight-0.71.tar.gz | 99.4 kB | Details |
Release files / model-insight-0.71.tar.gz
| Download URL | model-insight-0.71.tar.gz |
|---|---|
| Size | 99.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
28dbefc196b76034f1c7f0e422e9a47b6a6e1ca0197834ba2fb2ae189d06a4a9
|
|
BLAKE2b-256 checksum How to use checksums |
ec4cbb504b4f434c84cec5d0b6269ec0d91a1a16d049053dfee4701b64f6ad1d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.0 CPython/3.8.5
|
