Abstract: Learning-based software vulnerability detection has progressed rapidly; however, most empirical studies focus on C/C++ and Java and emphasize detection accuracy alone. Python, despite its ...

Header-only C++ HNSW implementation with python bindings, insertions and updates. init_index(max_elements, M = 16, ef_construction = 200, random_seed = 100, allow_replace_deleted = False) initializes ...

Feature Selection in python is the process where you automatically or manually select the features in the dataset that contribute most to your prediction variable or output in which you are interested ...

This package has been tested with Python 3.12. We require Python 3.10+ to support match statements. To build from source, you can clone this repository and run pip ...

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 ...

支持向量机（SVM）是一种常用的分类算法，它特别擅长处理具有线性可分特征的数据集。SVM的核心思想是找到一个超平面，将数据集中的不同类别尽可能地分开，并且最大化样本间的间隔。 1. 数据生成与SVM模型训练 首先，我们生成两个类别的数据点，每个类别20 ...