Celal Savur's repositories

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biosignalsnotebooks

biosignalsnotebooks project includes a set of Jupyter Notebooks explaining some processing tasks which have been specially designed for biosignalsplux and OpenSignals users. A Python package is also present, containing some functions to support biosignalsnotebooks notebooks or to be used independently.

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telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

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acat

Assistive Context-Aware Toolkit (ACAT)

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adaptive-alerting

Anomaly detection for streaming time series, featuring automated model selection.

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App-XDFStreamer

Qt C++ application for streaming signals stored in Extensible Data Format (XDF)

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bayesian_time_series

Machine Learning models using a Bayesian approach and often PyMC3

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c2gQtCon_x

Conference2Go QtCon for x-platform (Android, iOS)

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c2gQtWS_x

Qt World Summit Conference App

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cmake-project-template

This project is aimed at jump-starting a C/C++ project that can build libraries, binaries and have a working unit test suite. It uses CMake build system and is deliberately completely minimal.

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EEG-Classification

This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.

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emonet

Official implementation of the paper "Estimation of continuous valence and arousal levels from faces in naturalistic conditions", Antoine Toisoul, Jean Kossaifi, Adrian Bulat, Georgios Tzimiropoulos and Maja Pantic, Nature Machine Intelligence, 2021

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grok-1

Grok open release

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heartbeat

Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.

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HRVAS

Heart Rate Variability Analysis Software

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liblsl

C++ lsl library for multi-modal time-synched data transmission over the local network

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liblsl-Python

Python bindings (pylsl) for liblsl

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lsl2ros_relay

lsl2ros_relay provide easy way to take data from LSL stream to publish in ROS system.

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mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

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MNE_ML

BrainVision EEG data classification using the MNE, Keras and the scikit-learn libraries.

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NeuroKit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

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neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

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PlotJuggler

The Time Series Visualization Tool that you deserve.

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PPG

Photoplethysmogram-based Real-Time Cognitive Load Assessment Using Multi-Feature Fusion Model

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pyhawkes

Python framework for inference in Hawkes processes.

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