Linora is a simple and efficient tools for data mining and data analysis.
| API Document | 中文介绍 |
Installation
To install this verson from PyPI, type:
pip install linora
To get the newest one from this repo (note that we are in the alpha stage, so there may be frequent updates), type:
pip install git+git://github.com/Hourout/linora.git
Feature
- metrics
- metrics charts
- feature columns
- feature selection
- image augmentation
- text processing
- model param search
- sample splits
Example
import linora as la
# plot ks curve
label = [1, 0, 1, 0, 1, 1, 0, 0, 0, 1, 1, 0, 1, 0, 1, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0, 0, 1, 1, 0, 1, 1]
label_prob = [0.8, 0.4, 0.2, 0.5, 0.9, 0.2, 0.8, 0.6, 0.1, 0.3, 0.8, 0.3, 0.9, 0.2, 0.84,
0.2, 0.5, 0.23, 0.83, 0.71, 0.34, 0.3, 0.2, 0.7, 0.2, 0.8, 0.3, 0.59, 0.26, 0.16, 0.13, 0.8]
la.chart.ks_curve(label, label_prob)
Contact
Please contact me if you have any related questions or improvements.