The package of Auto-DP ( Automated System for Data Preparation).
Project description
autodatapre
Project description
Automated System for Efficient Generation of Data Preparation Pipeline
Quick Start
- Before running the code, please make sure your Python version is 3.10.
- pip install autodatapre
Run Example
- AutoDP.testFunction() provide two examples
- datasetName=csv_path datasetTarget = '' runTime = 10 df = pd.read_csv(datasetName, sep=',', encoding='ISO-8859-1') detailResult, preparedDataset = Classifier(df, datasetName, datasetTarget, runTime) EnhancedFunction(df, preparedDataset, detailResult, taskType="CLA")
- datasetName=csv_path datasetTarget = '' df = pd.read_csv(datasetName, sep=',', encoding='ISO-8859-1') detailResult, preparedDataset = Regressor(df, datasetName, datasetTarget, runTime) EnhancedFunction(df, preparedDataset, detailResult, taskType="CLA")
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
autodatapre-0.1.10.tar.gz
(765.6 kB
view details)
Built Distribution
File details
Details for the file autodatapre-0.1.10.tar.gz.
File metadata
- Download URL: autodatapre-0.1.10.tar.gz
- Upload date:
- Size: 765.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.7.16
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 602ba98a30713824ab2303d3e80b1cf28eadfd806cefeec3ad2ec8459b0dcd75 |
|
| MD5 | 86d24b4c390c00ffc7b56bc37390265a |
|
| BLAKE2b-256 | 31015cb8b431cf6b4605ec7fab4b68606c9a702df5b25541bb722da355f15913 |
File details
Details for the file autodatapre-0.1.10-py2.py3-none-any.whl.
File metadata
- Download URL: autodatapre-0.1.10-py2.py3-none-any.whl
- Upload date:
- Size: 790.9 kB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.7.16
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | e078f340ea6be84d1ee871e228d4fcee2abcc5c2dbca4a8cd9ab4ea27d9eae1b |
|
| MD5 | 7ce798db1dd12429ea221ab48929c0da |
|
| BLAKE2b-256 | 6aa476cacea62cb3408327aa89b5c8a7fa9a1a8ac329b069f8b597c8b23697ab |
