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
1 maintainer
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Release files for dython 0.6.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| dython-0.6.1.tar.gz | 14.8 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| dython-0.6.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 31.5 kB
Release files / dython-0.6.1.tar.gz
| Download URL | dython-0.6.1.tar.gz |
|---|---|
| Size | 14.8 kB |
| Tags | Source |
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Release files / dython-0.6.1-py3-none-any.whl
| Download URL | dython-0.6.1-py3-none-any.whl |
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| Size | 16.7 kB |
| Tags | Python 3 |
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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
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