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d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

dablog

daic_poc

data

APTnotes data

data-centric-ai

A curated, but incomplete, list of data-centric AI resources.

data-exfil-detection

data-science-notes

数据科学的笔记以及资料搜集

data_sciences_campaign

【数据科学家系列课程】

dataprocessandevaluateforsedanspot

基于论文 SEDANSPOT: Detecting Anomalies in Edge Streams的复现分析

dcbench

A benchmark of data-centric tasks from across the machine learning lifecycle.

dci-pytorch

The pytorch implementation of decoupling representation learning and classification for GNN-based anomaly detection.

decades

Code for the DECADES model, introduced in "Dynamically Modelling Heterogeneous Higher-Order Interactions for Malicious Behavior Detection in Event Logs".

deep-iforest

implementation of deep isolation forest for anomaly detection

deep-learning-for-web-attacks-detection

Records of deep learning for web attacks detection

deep-loglizer

deep-sad-pytorch

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

deepaid

Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)

deepcase-1

Original implementation and resources of DeepCASE as in the S&P '22 paper

deepcase-dataset

deepdarkcti

Collection of Cyber Threat Intelligence sources from the deep and dark web

deepexplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

deepintent

Implementation of DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-1

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

deeplog

Pytorch Implementation of DeepLog.

deeplog-1

PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning

deeplog-2

PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"