Copyright (c) 2019 The Python Packaging Authority
The package is used for risk control modeling in Python. It mainly provides some basic and commonly data analysis methods for partners who want to learn Python data analysis or machine learning in the Internet financial industry. It also contains a large number of solutions to the problems encountered by the authors in their daily work. I hope you can actively use it. If you have any questions, please contact me at hsliu_em@126.com.
riskcontrol
Riskcontrol is used for risk control modeling in Python.
It provides intuitive tools for
- feature information-value (iv)
- plot bad rate of bins based on decision tree
- ks plot
- feature info describe for external data validation(contain missing analysis)
- two feature heat map for cross analysis
install
pip install riskcontrol
Usage
import riskcontrol as rc
import pandas as pd
data = pd.read_csv('test.csv')
rc.feature_miss_ana(data,col_name)
rc.split_box_plot_new(data, col_name)
rc.ks_compute(data, col_name)
1 maintainer
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
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
File details
Details for the file riskcontrol-0.1.9.tar.gz.
File metadata
- Download URL: riskcontrol-0.1.9.tar.gz
- Upload date:
- Size: 10.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.7.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5c215ddd925d16292b9eb100c3fb82699495eeeb66136fb58f3b0033e89593cd
|
|
| MD5 |
95b662b2ea562ad418f52875754a965d
|
|
| BLAKE2b-256 |
67c698f210bd80b5306af7c387ad48d5b12b9f322cbddcf7bb4bbf05e078bc82
|
File details
Details for the file riskcontrol-0.1.9-py3-none-any.whl.
File metadata
- Download URL: riskcontrol-0.1.9-py3-none-any.whl
- Upload date:
- Size: 11.8 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.7.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b0a06f4be48ddad825dd411b447ebe8fce95e30d3716a2b56b11dfca6a935b10
|
|
| MD5 |
90be3bc0ba82b5a5a4e1cbea717f9322
|
|
| BLAKE2b-256 |
0cc0bcdc677e0b51bfe1b46c6dd3e1157ebec950294399cedd5e110aea63c87c
|
