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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

所有AI+安全的学习资料集合

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

anogan-keras

Unsupervised anomaly detection with generative model, keras implementation

awesome-knowledge-graph

整理知识图谱相关学习资料

bilinear_cnn_dog_classifi

tensorflow->BCNN + pytorch -> vgg16/resnet

caffe

Caffe: a fast open framework for deep learning.

caffe-mnist-hdf5

Data in HDF5 format

caffe_dev

try to add weighted loss layer

crop

python crop

datarisk-detection-resources

机器学习+大数据+数据安全：数据安全ai智能风险监测，风控，反欺诈,，api安全，web安全资料收集，致力于打造智能数据安全领域领先的学习资料库，收集不易，欢迎star。 Machine learning + big data + data security: data security AI intelligent risk monitoring, web / api security, risk control data collection, is committed to building a leading learning database in the field of intelligent data security.

dl-setup

Instructions for setting up the software on your deep learning machine

faster-rcnn_tf

Faster-RCNN in Tensorflow

fate

An Industrial Level Federated Learning Framework

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

humanparsing-dataset

knowledgegraphcourse

东南大学《知识图谱》研究生课程

lihang-code

《统计学习方法》的代码实现

network_traffic_classification_paper

收集了部分将机器学习应用于网络流量分类的论文

neuraltalkanimator

Describing Videos with Neural Networks

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

python-data-structure-cn

problem-solving-with-algorithms-and-data-structure-using-python 中文版

scrapy

There are some examples for Web Spider.

security-list

If you have any good suggestions or comments during the search process, please feedback some index experience in issues. Thank you for your participation.查阅过程中，如果有什么好的意见或建议，请在Issues反馈，感谢您的参与。

street-address-image-recognition

Decoded and recognized the sequences of digits from the natural images of Street View House Numbers through training Convolutional neural networks (CNN) using tensorflow, python

superpixels-slic

Superpixel segmentation using SLIC with Python.

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

transmogrifai

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand tuning

user-and-entity-behavior-analytics-ueba

User and Entity Behavior Analytics by deep learning

youjumpijump

微信跳一跳外挂