steccami

learning-from-imbalanced-classes

Learning From Imbalanced Classes

NasaPdms

NASA Engine Predictive Maintenance

spark-anomaly-detection

Detecting outliers in a dataset using Spark

Data-Mining-Project

Recognizing human activity using multiple wearable accelerometer sensors placed at different body positions.

anomaly-detection-2

A simple demonstration of sub-sequence sampling as used for anomaly detection with EKG signals

global_anomaly_detection_demo

Global Anomaly Detection in IoT with EMC Elastic Cloud Storage (ECS)

Data-Mining

Data Mining Project: Temporal Data Mining

lstm-ecg-wave-anomaly-detect

lstm-anomaly-detect

Example code for neural-network-based anomaly detection of time-series data (uses LSTM)

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

ds-for-telco

Source material for Data Science for Telecom Tutorial at Strata Singapore 2015

anomaly-detection

Anomaly Detection model uses Spark for training and Spark Streaming for testing

flask-api-template

Simple template to build API's with Flask, Flask-RESTful and Flask-RESTful-Swagger

yahmm

Yet Another Hidden Markov Model repository.

HadoopRayTracer

A toy ray-tracer based on Hadoop

unsupervised_anomaly_detection_sod_vs_one_class_svm

Research on unsupervised anomaly detection: SOD vs One Class SVM

CSV-to-XES

Convert from CSV to XES format for process mining (e.g. with ProM)

change-detection-tutorial

Tutorial on change detection in time series data

pypm

Python Process Mining suite (dirty alpha implementation)