TAIScore

Install

via pip

pip install tscore

via source code

python setup.py install

Usage

import tscore as ts

Documents

A simple API docs

Structure

• tscore.base
  base class and util function

• tscore.data
  get data and manage source data

• tscore.preprocessing
  data preprocessing

• tscore.features
  feature engineering

• tscore.score_card
  traditional logistic regression

• tscore.interpreter
  try to interpreter black box model

• tscore.metrics
  model evalution

• tscore.model_selection
  model selection

• tscore.machine_learning
  score model with machine learning

• tscore.pipeline
  pipeline build tools

• tscore.deploy

  • generate model deoply file
  • api for model online
  • hard rules for logistic regression score card rules

• tscore.plot
  visual model

• tscore.report
  generate report for credit score model

• tscore.risk_rules
  generate risk rules from data

• tscore.monitor
  model monitor

Authors

[email protected]