IEEE

SEARCH: Symmetric Encryption Algorithm Research and Characteristic Hunting

Abstract: SEARCH is a Python library that we developed to help cryptanalysts evaluate the security of block ciphers, specifically those based on substitution- permutation networks (SPN), against ...
IEEE

Study on the Design Optimization of Cast-Resin Transformer Using Permutation with ...

Abstract: This study was conducted on how to optimize the basic design of a cast resin transformer using the scipy method of Python and the permutation with repetition method. All possible design ...
Frontiers

osl-ephys: a Python toolbox for the analysis of electrophysiology data

We describe OHBA Software Library for the analysis of electrophysiology data (osl-ephys). This toolbox builds on top of the widely used MNE-Python package and provides unique analysis tools for ...
GitHub

SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with ...

conda create -n spot python=3.9.16 conda activate spot pip install -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cu117 All experiments run on ...
搜狐

特征筛选还在用XGB的Feature Importance？试试Permutation Importance

特征筛选是建模过程中的重要一环。 基于决策树的算法，如 Random Forest，Lightgbm, Xgboost，都能返回模型默认的 Feature Importance，但诸多研究都表明该重要性是存在偏差的。 是否有更好的方法来筛选特征呢？Kaggle 上很多大师级的选手通常采用的一个方法是 Permutation ...
GitHub

ordpy: A Python Package for Data Analysis with Permutation Entropy and Ordinal Network Methods

A. A. B. Pessa, H. V. Ribeiro, ordpy: A Python package for data analysis with permutation entropy and ordinal network methods, Chaos 31, 063110 (2021). arXiv:2102. ...