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Ridwan Alam's Projects

besi-motion-analysis icon besi-motion-analysis

Physical motion is captured using the 3-axis accelerometer on the Pebble watch. These motion data is analyzed to extract features for predicting physical agitation.

causaldiscoverytoolbox icon causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

ecg_ptbxl_benchmarking icon ecg_ptbxl_benchmarking

Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"

interpret icon interpret

Fit interpretable models. Explain blackbox machine learning.

introecg icon introecg

Resource library for getting started with deep learning work using electrocardiograms

neurokit icon neurokit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

pebble-pixie icon pebble-pixie

Motion Tracker : Collects accelerometer data and sends to server asap!

pebble-xperio icon pebble-xperio

Pebble experiences of vibe and font options for capturing user preferences in app design

qtnet icon qtnet

https://github.com/mit-ccrg/QTNet

solo-learn icon solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

thinkbayes icon thinkbayes

Jupyter Notebooks derived from Allen Downey's book Think Bayes.

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