rob-med Goto Github PK

academic-responsive-template

arff2csv

A python script which convert arff to csv .

awesome-nilm

A curated resources of awesome NILM resources

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

backupsetlist.fm

Backup your setlist.fm attended gigs data.

bayesian-optimization

Python code for bayesian optimization using Gaussian processes

belkirk-jekyll-demo

botpitchfork

BotPitchfork, a Pitchfork Twitter bot

crowdai-musical-genre-recognition-starter-kit

data-visualizations-for-python

A collection of useful snippets for clean data visualizations in Python (with matplotlib)

deepadots

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

dtw

DTW (Dynamic Time Warping) python module

dual-staged-attention-for-nyc-weather-prediction

Dual Staged Attention Model for Time Series prediction

everything-shapelets

This repo contains useful links to research papers and implementations of shapelets discovery/learning techniques from different sources.

flask-heroku-sample

Flask Heroku Sample Application

garbagecalendar

Garbage calendar for Android based on open data (data.gent.be)

k-nearest-neighbors-with-dynamic-time-warping

Python implementation of KNN and DTW classification algorithm

keras_shapelets

Efficient implementation of Learning Time-Series Shapelets using keras

lstm-anomaly-detect

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

mstamp

musicfinder

Music Finder is a service that allows users to create and browse playlists via REST APIs.

nab

The Numenta Anomaly Benchmark

owlpy

An open source time series library for Python implementing Matrix Profile

rob-med.github.io

Personal Website

robustautoencoder

A combination of Autoencoder and Robust PCA

saxpy

Symbolic Aggregate approXimation (i.e., SAX) implementation for Python

spotify-friends-activity-userscript

Show Spotify friends activity on open.spotify.com

spotify-random-song

Get a completely random song from Spotify's archive.

tf-dagmm

Tensorflow Implementation of dagmm: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection, Zong et al, 2018

tsfresh

Automatic extraction of relevant features from time series: