Skip to main content

python utils for detect data

Project description

TOAD

PyPi version Python version Build Status

ESC Team's data-detector for credit risk

Install

via pip

pip install toad

via source code

python setup.py install

Usage

import toad


data = pd.read_csv('test.csv')

toad.detect(data)

toad.quality(data, target = 'TARGET', iv_only = True)

toad.IV(feature, target, method = 'dt', min_samples = 0.1)

Documents

A simple API docs

Project details


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

toad-0.0.46.tar.gz (14.0 MB view details)

Uploaded Source

File details

Details for the file toad-0.0.46.tar.gz.

File metadata

  • Download URL: toad-0.0.46.tar.gz
  • Upload date:
  • Size: 14.0 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.21.0 setuptools/41.0.0 requests-toolbelt/0.9.1 tqdm/4.31.1 CPython/3.6.3

File hashes

Hashes for toad-0.0.46.tar.gz
Algorithm Hash digest
SHA256 87dc6f531048d2f80d0e34da511583090cb9fcae22638998aa44755bae541766
MD5 321817304e75be74feaf8638369d9bf8
BLAKE2b-256 ef6382ebd81953adff1492dc5e652024555c618ee086124c01241aa524d20515

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 Pingdom Monitoring Sentry Error logging StatusPage Status page