| Name | eazyml-xai JSON |
| Version |
0.0.33
JSON |
| download |
| home_page | https://eazyml.com/ |
| Summary | eazyml explain api |
| upload_time | 2024-12-19 06:31:11 |
| maintainer | None |
| docs_url | None |
| author | Eazyml |
| requires_python | >=3.8 |
| license | None |
| keywords |
python
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
## Eazyml Explainable AI
  
It provides explanations for a model's prediction, based on provided train and test data files.
### Features
- It provides explanations for a model's prediction, based on provided train and test data files.
### APIs
It provides following apis :
1. scikit_feature_selection
```python
ez_explain(
mode='classification',
outcome='target',
train_file_path='train.csv',
test_file_path='test.csv',
model=my_model,
data_type_dict=data_type_dict,
selected_features_list=lis_of_derived_features,
options={"data_source": "parquet", "record_number": [1, 2, 3]})
Raw data
{
"_id": null,
"home_page": "https://eazyml.com/",
"name": "eazyml-xai",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.8",
"maintainer_email": null,
"keywords": "python",
"author": "Eazyml",
"author_email": "admin@ipsoftlabs.com",
"download_url": "https://files.pythonhosted.org/packages/25/7c/4fcaac491421bde109af847f3ce4532765d9998a1a52fee59ff81d8e1547/eazyml_xai-0.0.33.tar.gz",
"platform": null,
"description": "## Eazyml Explainable AI\n  \n\nIt provides explanations for a model's prediction, based on provided train and test data files.\n\n### Features\n- It provides explanations for a model's prediction, based on provided train and test data files.\n### APIs\nIt provides following apis :\n\n1. scikit_feature_selection\n ```python\n ez_explain(\n mode='classification',\n outcome='target',\n train_file_path='train.csv',\n test_file_path='test.csv',\n model=my_model,\n data_type_dict=data_type_dict,\n selected_features_list=lis_of_derived_features,\n options={\"data_source\": \"parquet\", \"record_number\": [1, 2, 3]})\n",
"bugtrack_url": null,
"license": null,
"summary": "eazyml explain api",
"version": "0.0.33",
"project_urls": {
"Documentation": "https://eazyml-docs.readthedocs.io/en/latest/",
"Homepage": "https://eazyml.com/"
},
"split_keywords": [
"python"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "82baf993def137a8b46a7727059da1a3d0b7c46a87102296b68987bc936329b6",
"md5": "39d9d6cf5dc2881c01db68190417c5bd",
"sha256": "572aacc6e0fe22175cef4b4d5ebf49affaf0f7e74588b1b1c8e5bd7537debb63"
},
"downloads": -1,
"filename": "eazyml_xai-0.0.33-py3-none-any.whl",
"has_sig": false,
"md5_digest": "39d9d6cf5dc2881c01db68190417c5bd",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.8",
"size": 15947871,
"upload_time": "2024-12-19T06:30:59",
"upload_time_iso_8601": "2024-12-19T06:30:59.623609Z",
"url": "https://files.pythonhosted.org/packages/82/ba/f993def137a8b46a7727059da1a3d0b7c46a87102296b68987bc936329b6/eazyml_xai-0.0.33-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "257c4fcaac491421bde109af847f3ce4532765d9998a1a52fee59ff81d8e1547",
"md5": "9d7bdb3e07b26c3925b25945687d1ccc",
"sha256": "8e55bbdd14095cc4d4943704773372670e561a1c8a69494faccaa505f65d1bb7"
},
"downloads": -1,
"filename": "eazyml_xai-0.0.33.tar.gz",
"has_sig": false,
"md5_digest": "9d7bdb3e07b26c3925b25945687d1ccc",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.8",
"size": 15731287,
"upload_time": "2024-12-19T06:31:11",
"upload_time_iso_8601": "2024-12-19T06:31:11.836907Z",
"url": "https://files.pythonhosted.org/packages/25/7c/4fcaac491421bde109af847f3ce4532765d9998a1a52fee59ff81d8e1547/eazyml_xai-0.0.33.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-12-19 06:31:11",
"github": false,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"lcname": "eazyml-xai"
}
