guopzhao's starred repositories
lihang-code
《统计学习方法》的代码实现
CTR_Prediction
CTR prediction using FM FFM and DeepFM
machine-learning-interview
算法工程师-机器学习面试题总结
SimRank
1) SimRank (single pair query, parallel all pair computation / dynamic updates) - by Yue Wang (https://github.com/KeithYue) and Yulin Che (https://github.com/CheYulin). 2) top-k version (https://github.com/CheYulin/SimRank/tree/develop) by Yue Wang and Zonghao Feng (https://github.com/unisolate)
UniWalk
We design a Monte Carlo based method, UniWalk, to enable the fast top-k SimRank computation over large undirected graphs. UniWalk directly locates the top-k similar vertices for any single source vertex u via approximately R sampling paths originating from u only. Related work has been published in ICDE 2017 ("UniWalk: Unidirectional Random Walk Based Scalable SimRank Computation over Large Graph"). Furthermore, in order to overcome the "rectification issue" in the original UniWalk, we design a path enumeration strategy to gain higher precision, which computes SimRank with the path probabilities instead of path frequencies in sampling. We call it the optimized UniWalk here, which is shown in the "UniWalk/src/simrank/SingleRandomDev.java" file(the basic UniWalk is shown in "UniWalk/src/simrank/SingleRandomWalk.java").
CS498_LHW2_Codes
Codes related to Q1, Q2, and Q3. Related to simrank++ and recommender systems
AI_Tutorial
精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总
geojson-python-utils
Python helper functions for manipulating GeoJSON
reverse-geocoder
A fast, offline reverse geocoder in Python
Pytorch_Universal-adversarial-perturbation
A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.
fast-feature-fool
Data independent universal adversarial perturbations
Universal-Adversarial-Perturbations-Pytorch
Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topics in Deep Learning course at Aalto University, Finland.
Adversarial_Patch_Attack
Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)
adversarial-patch
PyTorch implementation of adversarial patch
DeepSOCIAL
Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic and Beyond
DeepLabV3FineTuning
Semantic Segmentation : Multiclass fine tuning of DeepLabV3 with PyTorch
DOLG-pytorch
Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"
adversarial-examples-pytorch
Implementation of Papers on Adversarial Examples