wadpac / hsmm4acc
Behaviour detection in wearable movement sensor data
☆11Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for hsmm4acc
- Python implementations of machine learning algorithms for motion artifact detection in electrodermal activity (EDA) data☆16Updated 7 years ago
- MATLAB Human Activity Recognition Toolbox☆56Updated 6 years ago
- Computes the correntropy spectral density of a signal using non-negative matrix factorization☆10Updated 7 years ago
- Code for Team HEDJs submission for Kaggle's Grasp and Lift EEG Detection Contest☆15Updated 9 years ago
- Online EM algorithms for hidden Markov and semi-Markov models + applications to audio segmentation and clustering☆71Updated 9 years ago
- Unsupervised feature learning based on sparse-filtering☆54Updated 10 years ago
- Deep learning for EEG analysis. This script was used to generate the results of the paper "Joint Optimization of Algorithmic Suites for E…☆57Updated 9 years ago
- Multi channel deep convolutional neural network for time series classification☆54Updated 8 years ago
- ☆76Updated 8 years ago
- Use CNN to classify time series data for activity recognition☆26Updated 8 years ago
- Extracting meaningful health information from large accelerometer datasets☆187Updated this week
- A shape-embedded dynamic time warping (DTW) algorithm. To the best of our knowledge, shapeDTW beats all other DTW variants on UCR time se…☆89Updated 8 years ago
- A package for physiological signal quality control☆32Updated last year
- Python package for the processing and analysis of Inertial Measurement Unit Data☆62Updated this week
- Initial attempt to incorporate some time-series analysis features from hctsa into python land☆27Updated 8 years ago
- A repository for unified analysis of accelerometer-based human activity recognition.☆33Updated last year
- Signal Processing And Classification Environment in Python☆54Updated 6 years ago
- Kaggle competition winning submission for the UPenn and Mayo Clinic's Seizure Detection Challenge☆123Updated 6 years ago
- Scripts to detect artifacts in EDA data☆79Updated last year
- MNE-Features software for extracting features from multivariate time series☆142Updated 3 months ago
- A step-counting model based on self-supervised learning for wrist-worn accelerometer data.☆21Updated this week
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆43Updated 11 months ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆44Updated 10 years ago
- Accelerometer-based gait recognition using signature points☆13Updated 8 years ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆107Updated 2 weeks ago
- Code for the paper: "TSViz: Demystification of Deep Learning Models for Time-Series Analysis"☆12Updated 5 years ago
- Local Receptive Fields Based Extreme Learning Machine☆31Updated 8 years ago
- ☆24Updated 8 years ago
- Kaggle UPenn and Mayo Clinic's Seizure Detection Challenge☆26Updated 10 years ago