araifan's starred repositories
ns-emu-tools
一个用于安装/更新 NS 模拟器的工具
operation_research
一些和运筹学有关系的算法
IoT-system-PLC-data-to-InfluxDB
This project aim is to provide free software to fetch data from plcs (Siemens S7-300/400/1200/1500) and store it. Used stack is completly opensource. I used InfluDB as data storage, so application principle is following Big Data paradigm.
breakout-python
Breakout detection for Python
BreakoutDetection
Breakout Detection via Robust E-Statistics
Self-Organizing-Maps-using-KNN
High Frequency Time series Anomaly Detection using Self Organizing Maps (SOM) which is based on Competitive Learning a variant of the Neural Networks using K Nearest Neighbors
Bayesian-Changepoint-Detection
High Frequency Time series Anomaly Detection using Online Bayesian Changepoint Detection Algorithm
MES-SpringBoot
结合ISA-95 MES/MOM执行制造系统 数字化工厂+智能制造
PCIC-2021-Track1
PCIC 2021 Track1: Causal Discovery
dycause_rca
DyCause is a root cause analysis method for the microservice system failures.
TroubleShooter
The algorithms about root cause analysis/localization/diagnosis in AIOps.
Gearbox-fault-detect-matlab
Use SAE to classify the fault of gearbox
Feature-Selection
Features selector based on the self selected-algorithm, loss function and validation method
datastream.io
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
ailearning
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
piecewise_linear_fit_py
fit piecewise linear data for a specified number of line segments
acnh_time_series_clustering
Time Series Clustering Analysis of ACNH Turnip Price Trends
baby_names
Trends in baby names: clustering time series analysis
atlas-trends-demo
Demonstration of the RIPE Atlas Trends API for RTT time series clustering.
AnomaliesDetection-with-TimeSeriesAnalysis
This is an experimental of anomalies detection by applying different approach to the problem. PCA component regularization method, K-Mean Clustering, SVM and Gausian Distribution models has been used to detect anomalies on time series data.
time-series-classification-and-clustering
Time series classification and clustering code written in Python.