JesseShaw

pycaret

An open-source, low-code machine learning library in Python

sktime

A unified framework for machine learning with time series

featuretools

An open source python library for automated feature engineering

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

GraphGPT

Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️‍♂️

RNN-Time-series-Anomaly-Detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation, classification, clustering, forecasting, & anomaly detection on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

LSTNet

A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper

multivariate_time_series_forecasting

A place to implement state of the art deep learning methods for temporal modelling using python and MXNet.

flirt

Are you ready to FLIRT with your wearable data?

sleeppy

Human-Activity-Recognition

Multimodal human activity recognition using wrist-worn wearable sensors.

my-codes-of-machine-learning

sleep-analysis

A Python project to analyze my Fitbit sleep data.

Heart-Rate-Variability

Calculates time and frequency domain heart rate variability metrics (validated in Kubios) from RR interval (ECG) or IBI (PPG).

E4-TimeStamper

E4 TimeStamper helps researchers to automatically add timestamps to physiological data derived from Empatica's E4 wristbands.

Pre-process

Pre-processing methods for mHealth and wearables data.

empaticaHRV

Get HRV from Empatica E4

Biosensor-Framework

C# library that handles the full process of gathering biometric data from a body-worn sensor, transforming it into handcrafted feature vectors, and delivering an inferencing result in thirty-five lines of code.

4ply_data

data driven stuff for 4ply

Resting-Heart-Rate

Estimation of resting heart rate.

stress-detection

Spec. Project In Computer Engineering at Bogazici University

SIMPAC-2021-172

Time-Series-Classification-with-LSTMs-Sensor-EDA

Time Series Classification with LSTMs | Sensor EDA

empatica-charts

Charts for physiological data gathered from Empatica E4 wristband

Model-Development

General methods for machine learning for digital biomarker discovery.

ML_Core

Core ECL Machine Learning library