Automated machine learning system for imbalanced medical data
Project description
AutoImblearn
AutoImblearn is an AutoML system tailored to imbalanced datasets. It automates the selection of preprocessing techniques, resampling strategies, model selection, and hyperparameter optimization to achieve robust performance on imbalanced classification tasks.
Features
- Automatic pipeline generation
- Support for common imbalanced learning techniques
- Hyperparameter tuning
- Modular design for extensibility
Installation
To install the package, run:
pip install AutoImblearn
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 Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file autoimblearn-0.1.17.tar.gz.
File metadata
- Download URL: autoimblearn-0.1.17.tar.gz
- Upload date:
- Size: 59.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.10.16
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
db1771fe265dfd86823878d4b79469c1cdfe6ea06b18c20fa2c7fdda06f1e9cc
|
|
| MD5 |
9eab59fbb7d6dd5be0895a138333b99e
|
|
| BLAKE2b-256 |
8c448840e498b0b04e0c9027cace48febb608d42eb7a58c3ad77396ad01864fa
|
File details
Details for the file autoimblearn-0.1.17-py3-none-any.whl.
File metadata
- Download URL: autoimblearn-0.1.17-py3-none-any.whl
- Upload date:
- Size: 89.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.10.16
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
699aabe0f003640d1fd8cab5f11e5c071a6b3d89a0b02c6d1b04bf6d458208e0
|
|
| MD5 |
bfe08f1c19ae1de3d683d31f872767a9
|
|
| BLAKE2b-256 |
2789896231f7b2b3cf4bd70b81ebc5e29f10cda5ce2ca518d3db085afa3b444a
|
