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jsy1218-zz's Projects

cypa-yeps-website icon cypa-yeps-website

This code repository contains the source code to bootstrap the upcoming Young Entrepreneur & Professional Summit (YEPS) for Chinese Young Professional Association (CPYA: http://globalcypa.org/)

datastream.io icon datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

detect-timeseriesdata-change icon detect-timeseriesdata-change

This repository contains instructions for data retrieval and statistical analysis using R - Jupyter notebook to analyze and detect change-points in IoT sensor data. It also covers the data acquisition and storage of sensor data in database using node-red.

flink-htm icon flink-htm

Distributed, streaming anomaly detection and prediction with HTM in Apache Flink

htm.java icon htm.java

Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC).

iot-predictive-analytics icon iot-predictive-analytics

Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped.

kitnet-py icon kitnet-py

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

nab icon nab

The Numenta Anomaly Benchmark

nupic icon nupic

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

statsmodels icon statsmodels

Statsmodels: statistical modeling and econometrics in Python

tsa icon tsa

Time Series Anomaly Detection Toolkit

tsiclient icon tsiclient

A javascript client for Microsoft Azure Time Series Insights, featuring components for making calls directly to the TSI server, rendering results from the TSI API, and more

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