clana

CLANA is a toolkit for classifier analysis.

MIT License

Downloads
505
Stars
29
Committers
3
View Code on GitHub View on X
Ecosystems: Python

Bot releases are hidden (Show)

clana - Initial alpha release of clana Latest Release

Published by MartinThoma over 6 years ago

clana - v0.1.0

Published by MartinThoma over 6 years ago

Calculation of CM and CMO, Visualization of CM

Highlights

  • The confusion matrix can be calculated from a ground truth file and a prediction file
  • The confusion matrix can be optimized (Confusion Matrix Ordering) via Simmulated Annealing
  • The confusion matrix can be visualized as PNG and HTML

Future Work

  • Give metrix of confusion matrix
  • More warnings / hints about potential problems
  • Show distribution of data
  • Improve HTML output
Package Rankings
Top 15.73% on Pypi.org
Badges
Extracted from project README
DOI PyPI version Python Support Documentation Status Build Status Coverage Status Code style: black CodeFactor
Related Projects
label_generator

Training data generator for text detection

30 Apr 2015 39
tensorflow-anpr

Automatic Number (License) Plate Recognition using Tensorflow Object Detection API

23 Apr 2018 210
fairseq_mmt

17 Nov 2021 4
cylon_applications

05 Jan 2021 2
missingno

Missing data visualization module for Python.

27 Mar 2016 3,819
pytextclassifier

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，B...

28 Apr 2017 482
PointCNN

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

22 Aug 2017 1,370
pyseqlogo

Python package to plot sequence logos

14 Oct 2017 28
confplot

Confusion Matrix in Python: Plot a pretty confusion matrix (like Matlab) in python using seaborn ...

25 May 2020 11
fixmatch

A simple method to perform semi-supervised learning with limited data.

21 Jan 2020 1,094
ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

30 Sep 2016 2,425
AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

02 Apr 2020 1,131
ray

Automatic segmentation of electron microscopy volumes

07 Aug 2011 31
flickr_fetcher

Research codes for image interestingness

04 Jun 2012 17
YandexCatBoost-Python-Demo

Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dat...

31 Oct 2017 30