No project description provided
Project description
Microsoft Azure Machine Learning Explain Model API for Python
===================================================
This package has been tested with Python 2.7 and 3.6.
=========================
The SDK is being released currently as an interal package.
**Future releases are subject to breaking changes.**
Machine learning (ML) explain model package is used to explain black box ML models.
* The TabularExplainer can be used to give local and global feature importances
* Local feature importances are for each evaluation row
* Global feature importances summarize the most importance features at the model-level
* Model explanations can be operationalized via explain_from_scoring_model
* The API supports both dense (numpy or pandas) and sparse (scipy) datasets
* The best explainer is automatically chosen for the user based on the model
===================================================
This package has been tested with Python 2.7 and 3.6.
=========================
The SDK is being released currently as an interal package.
**Future releases are subject to breaking changes.**
Machine learning (ML) explain model package is used to explain black box ML models.
* The TabularExplainer can be used to give local and global feature importances
* Local feature importances are for each evaluation row
* Global feature importances summarize the most importance features at the model-level
* Model explanations can be operationalized via explain_from_scoring_model
* The API supports both dense (numpy or pandas) and sparse (scipy) datasets
* The best explainer is automatically chosen for the user based on the model
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
No source distribution files available for this release.See tutorial on generating distribution archives.
Built Distribution
File details
Details for the file azureml_explain_model-1.0.15-py3-none-any.whl.
File metadata
- Download URL: azureml_explain_model-1.0.15-py3-none-any.whl
- Upload date:
- Size: 24.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.11.0 pkginfo/1.4.2 requests/2.19.1 setuptools/39.0.1 requests-toolbelt/0.8.0 tqdm/4.29.1 CPython/3.5.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | cbc49b7973387bbc14b7dadd24adef677f6974fe37870b99aaf0cdd517b04282 |
|
| MD5 | 8a573acec44f8b3e83eaeee915a1d8e3 |
|
| BLAKE2b-256 | 794d1bea614bf6f7005ce3472911980b2e26d554381def6f6f5b9bd3ec7089d2 |
