Ma Xiao's repositories
Anomaly-Detection
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
Class-Imbalance
Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.
Machine-Learning
LR / SVM / XGBoost / RandomForest etc.
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
Optimization
Hyper-Parameter Tuning / BayesianOptimization / Gaussian Process / etc.
2018-tencent-ad-competition-baseline
2018腾讯广告算法大赛baseline 线上0.73
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
DL-based-Intelligent-Diagnosis-Benchmark
Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"
hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
interview_internal_reference
2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。
OD_covid_2019
notebooks for outlier detection study for covid dataset
pu_learning
Experiments in positive-unlabeled learning
xDeepLearning
from zero to one: Deep Learning