Dongsheng Xu's starred repositories

pyvisa

A Python package with bindings to the "Virtual Instrument Software Architecture" VISA library, in order to control measurement devices and test equipment via GPIB, RS232, or USB.

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kuzu

Embeddable property graph database management system built for query speed and scalability. Implements Cypher.

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Deep-SVDD

Repository for the Deep One-Class Classification ICML 2018 paper

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pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)

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pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

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tgn

TGN: Temporal Graph Networks

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GDN

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

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livekit

End-to-end stack for WebRTC. SFU media server and SDKs.

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docs-v2

InfluxData Documentation that covers InfluxDB Cloud, InfluxDB OSS 2.x, InfluxDB OSS 1.x, InfluxDB Enterprise, Telegraf, Chronograf, Kapacitor, and Flux.

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influxdb

Scalable datastore for metrics, events, and real-time analytics

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New-Zealand-Grid-Optimization

Analysis code behind an article titled "Techno-ecnonmic optimization of a hybrid energy system with limited grid connection in pursuit of net zero carbon emissions for New Zealand"

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GEKKO

GEKKO Python for Machine Learning and Dynamic Optimization

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Seeq

Hybrid (Physics-Informed) Machine Learning

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osisoftpi-grafana

Grafana Data Source Plugin for the OSIsoft PI System

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grafana

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

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ConditionMonitoring_RNN

Conditioning Monitoring base in online data (temperature and vibration), and Component life cycle projection

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data_driven_features_ims

Multiclass bearing fault classification using features learned by a deep neural network.

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dcase2020_task2

DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring

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master-thesis

Condition Monitoring of Heat Exchangers using Machine Learning

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causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

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condition-monitoring-system-for-gas-turbine

A condition monitoring system for gas turbine, including refenrece value, anomaly detection, and fault diagnosis.

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pca

pca: A Python Package for Principal Component Analysis.

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simple-pid

A simple and easy to use PID controller in Python

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AutoPIDTuning

A Program to automatically tune PID with FRC robots.

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python-control

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

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Noi

🚀 Power Your World with AI - Explore, Extend, Empower.

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auto-fluidics

Unleash the power of image processing and intelligent control in your microfluidic experiments. Gain deeper insights, automate workflows, and achieve unparalleled precision.

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