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
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
dython-0.5.1.tar.gz
(13.7 kB
view details)
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
dython-0.5.1-py3-none-any.whl
(14.9 kB
view details)
File details
Details for the file dython-0.5.1.tar.gz.
File metadata
- Download URL: dython-0.5.1.tar.gz
- Upload date:
- Size: 13.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.8.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f3c1a8db83025144df2514b5d808dab407dfadb881b87e056e58ca093cecf46c
|
|
| MD5 |
1480dfe5b7b1252ac8a36a7c8bb8302f
|
|
| BLAKE2b-256 |
547713d17ca1b5b4b228f5ca30ce7bd9890e89e687a221f2c708dfb867ffad1d
|
File details
Details for the file dython-0.5.1-py3-none-any.whl.
File metadata
- Download URL: dython-0.5.1-py3-none-any.whl
- Upload date:
- Size: 14.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.8.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
94cf60baf699ed44a5f36ba20cb6ea0d3c3e2b127253ad43da19a387239484b7
|
|
| MD5 |
06b4dba14a682c895592a609f010c583
|
|
| BLAKE2b-256 |
57272be0cb90b157d7d81186c73938b58d153db70e7222433974a3ae7d6e61ed
|