szxiaosheng Goto Github PK

-learning-materials-

各种学习资料，包括一些百度云视频链接还有pdf资料 --搬运工

a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

ai-for-security-learning

安全场景、基于AI的安全算法和安全数据分析学习资料整理

ai-security-learning

自身学习的安全数据科学和算法的学习资料

algorithms

algorithms

analog

一款基于机器学习的Web日志统计分析与异常检测命令行工具

anomaly-detection

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

anomaly-detection-1

异常检测

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-english-ebooks

经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新

awesome-incident-response

A curated list of tools for incident response

bert-chinese-classification-task

bert中文分类实践

bert-classification-tutorial

bert-train2deploy

BERT模型从训练到部署

cyberml

An attempt to practically apply machine learning to insider threats.

demo-chinese-text-binary-classification-with-bert

find-person-of-interest-from-enron-data

利用公开的安然财务和邮件数据集，利用 PCA 和特征选择分析处理缺失的数据，再通过朴素贝叶斯、决策树、SVM等机器学习构建筛选器，找出有欺诈嫌疑的安然员工

frauddetection

在传统贸易企业中，销售人员经常会执行一些欺诈交易以便带来个人收益，实验利用最大似然估计的神经网络方案，用于检测当前交易的欺诈嫌疑，达到95.1%准确率，在此个案上，大大优于贝叶斯神经网络的方案。In traditional trading companies, salespeople often perform some fraudulent transactions in order to bring personal gains. Experiments use the neural network scheme of maximum likelihood estimation to detect fraud suspects in current transactions, achieving 95.1% accuracy. , greatly better than the Bayesian neural network scheme.

isolationfroest2

upload a new programing，something like

jdbuymask

京东监控口罩有货爬虫，自动下单爬虫，口罩爬虫

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM

knowledge-graph

知识图谱-概念与技术

learngit

libpff

Library and tools to access the Personal Folder File (PFF) and the Offline Folder File (OFF) format

lxf-python-tutorial

将廖雪峰的python教材整理成PDF

malicious_dynamic_behavior_detection_by_cnn

ml-for-security

Some practices for ML Security, like XSS、Webshell detection...

my-tv

我的电视 电视直播软件，安装即可使用

nlp

兜哥出品 <一本开源的NLP入门书籍>

od_covid_2019

notebooks for outlier detection study for covid dataset