A set of data tools in Python
Project description
Dython
A set of Data analysis tools in pYTHON 3.x.
Key features:
- Measures of association for categorical features
- Plot features correlation and association for mixed data-sets (categorical and continuous features) in an easy and simple way
- Plot ROC curves with AUC scores and estimated-optimal thresholds
Dython was designed with analysis usage in mind - meaning ease-of-use, functionality and readability are the core values of this library. Production-grade performance, on the other hand, were not considered.
Resources:
- Documentation is available at shakedzy.xyz/dython
- Project source is available at https://github.com/shakedzy/dython
Related blogposts:
- Read more about the categorical tools on The Search for Categorical Correlation
- Read more about using ROC graphs on Hard ROC: Really Understanding & Properly Using ROC and AUC
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
dython-0.6.1.tar.gz
(14.8 kB
view details)
Built Distribution
dython-0.6.1-py3-none-any.whl
(16.7 kB
view details)
File details
Details for the file dython-0.6.1.tar.gz.
File metadata
- Download URL: dython-0.6.1.tar.gz
- Upload date:
- Size: 14.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2e8cb1cb6bd1e494ee473d52db50765ce45abc4d967d83c30f7688460223241a
|
|
| MD5 |
5ada3ca7d11c8300204a947ceb416f80
|
|
| BLAKE2b-256 |
b3d0ac6b7e5a5a26d8521acf4a905e2ea808abc2449c671881665af32b8c980c
|
File details
Details for the file dython-0.6.1-py3-none-any.whl.
File metadata
- Download URL: dython-0.6.1-py3-none-any.whl
- Upload date:
- Size: 16.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a3f68a1337e0625d18cf2d01e51d04f38a1f860fcdda4e2f529f8408529ae28d
|
|
| MD5 |
f72f156749af15eaa2358ad65b3a86ef
|
|
| BLAKE2b-256 |
b700e444cd7de92621b52dd6bb5900bcd404ec2f0cb0a1c3b848e3b6299f7df7
|
