Pinned Repositories
AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
algo
数据结构和算法必知必会的50个代码实现
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
algs4-py
A Python library for the textbook Algorithms, 4th edition
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Awesome
:computer: An awesome & curated list of best applications and tools for Windows.
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
malicious-attack-detection
a new attack detection platfrom
scikit-learn
scikit-learn: machine learning in Python
xgboost
https://github.com/dmlc/xgboost
scrz2015's Repositories
scrz2015/AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
scrz2015/algs4-py
A Python library for the textbook Algorithms, 4th edition
scrz2015/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
scrz2015/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
scrz2015/malicious-attack-detection
a new attack detection platfrom
scrz2015/scikit-learn
scikit-learn: machine learning in Python
scrz2015/awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
scrz2015/Awesome-RSPapers
Recommender System Papers
scrz2015/catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
scrz2015/data-science-complete-tutorial
For extensive instructor led learning
scrz2015/data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
scrz2015/Deep-SAD-PyTorch
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
scrz2015/eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
scrz2015/free-programming-books
:books: Freely available programming books
scrz2015/fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
scrz2015/ibm_bak
IBM Developer 中文网站文章备份
scrz2015/leetcode
Python & JAVA Solutions for Leetcode
scrz2015/leetcode-master
LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
scrz2015/libsvm
scrz2015/Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
scrz2015/My-C-Practice
Daily practice the C language
scrz2015/PaddleRec
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等
scrz2015/recommendation
Recommendation System using ML and DL
scrz2015/recommendation_model
练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM等
scrz2015/RecommendSystemExperiment
Collaborative Filter by Graph Convolutional Network.
scrz2015/RS-Academic-papers
Recommended system academic articles for graduate students
scrz2015/Semantic-Aware-Shilling-Attacks
In this paper, we introduce SAShA, a new attack strategy that leverages semantic features extracted from a knowledge graph in order to strengthen the efficacy of the attack to standard CF models. We performed an extensive experimental evaluation in order to investigate whether SAShA is more effective than baseline attacks against CF models by taking into account the impact of various semantic features.
scrz2015/ShillingAttack
scrz2015/xgboost-doc-zh
XGBoost 中文文档
scrz2015/xgboost-master