A package of automation tools for EDA and modeling
Project description
EDA and Beyond - Python library for automating common procedures in machine learning
Contributors: Freda Xin, Mahdi Shadkam-Farrokhi
Project Description
The package provides a collection of automation tools for some common procedures in machine learning. The current version aims to streamline the EDA and modeling process for Scikit-Learn models.
The package consists of two modules:
-
eda_tools: provides functions to automate common procedures in EDA, model preparation, and data visualization etc.
-
modeling_tools: provides a class object that includes methods to streamline the modeling process for Scikit-Learn models.
This is an open-source project. Contributors are welcome. :)
Installation
pip install eda_and_beyond
More Resources
Blog post on using Python functions in EDA
Blog post on using Python classes in modeling (coming soon)
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 eda-and-beyond-0.0.1.tar.gz.
File metadata
- Download URL: eda-and-beyond-0.0.1.tar.gz
- Upload date:
- Size: 7.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/46.0.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
90f814d38415cd30738f0c532a3efe8c419dd3022e8faf7b2b34547e1b38bd98
|
|
| MD5 |
e7f809c7a6bcb8a50d7470ed06b1e101
|
|
| BLAKE2b-256 |
ff07f5409ea1cc26e889c2b02f6ec694af95359525846b591d96e7e2f26ff22e
|
File details
Details for the file eda_and_beyond-0.0.1-py3-none-any.whl.
File metadata
- Download URL: eda_and_beyond-0.0.1-py3-none-any.whl
- Upload date:
- Size: 9.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/46.0.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b744ef0f4de843c66813de1fa2c3749a2c5a26e2c3c9dd4e983b987ea3c7edd2
|
|
| MD5 |
52e366554ecfe47144468f675a2d5dad
|
|
| BLAKE2b-256 |
69dee3f6a26e848cfbffcf0f6f630d30c2048394cb16a178342668a864e00c5a
|
