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:

Related blogposts:

Learn more about some of the main methods of this library and their usage on these blogposts.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.7.12)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for shakedzy from gravatar.com shakedzy

Credits

Author: Shaked Zychlinski

License

BSD (3-clause)

Requires

Python >=3.5

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dython-0.6.7.tar.gz (18.8 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

dython-0.6.7-py3-none-any.whl (20.0 kB view details)

Uploaded Python 3

File details

Details for the file dython-0.6.7.tar.gz.

File metadata

  • Download URL: dython-0.6.7.tar.gz
  • Upload date:
  • Size: 18.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.6.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.9.6

File hashes

Hashes for dython-0.6.7.tar.gz
Algorithm Hash digest
SHA256 a152c871ffdcacf31f1e135dff0423de3533ad09287baacf4b6d6657aefbd0c2
MD5 00ecb7b6f8c4427d85aee022727c256d
BLAKE2b-256 9f883edb98e2de8137e9b5a08b68dd439742eb57643aa1ba4fbaf26e93e75b7c

See more details on using hashes here.

File details

Details for the file dython-0.6.7-py3-none-any.whl.

File metadata

  • Download URL: dython-0.6.7-py3-none-any.whl
  • Upload date:
  • Size: 20.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.6.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.9.6

File hashes

Hashes for dython-0.6.7-py3-none-any.whl
Algorithm Hash digest
SHA256 dd01e04327277cad00bbb5436e18b23efa2d9216d0fd916371be017c2af17ae3
MD5 881961b100ef0b32c39b724faa8f9b3f
BLAKE2b-256 329cea378b5cb6893e593e911f16fc901faf2fa542a53ad3a0b0c0d264c267b7

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page