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Starred repositories
PyMC educational resources
Reference implementations for (generalized) linear mixed models.
MIT IAP short course: Matrix Calculus for Machine Learning and Beyond
The machine learning toolkit for time series analysis in Python
Using Brightness Controller, you can control brightness of both primary and external displays in Linux. Check it out!
seonghobae / boostmtree
Forked from cran/boostmtree❗ This is a read-only mirror of the CRAN R package repository. boostmtree — Boosted Multivariate Trees for Longitudinal Data. Homepage: https://web.ccs.miami.edu/~hishwaran https://www.kogalur.com
A code tutorial, related to an ancillary analysis of home and clinic spirometry in the eICE study.
A Python library for amortized Bayesian workflows using generative neural networks.
ICD-10 CM medical classification list by the World Health Organization
Public tutorials of using Flow Forecast for forecasting and classifying time series data
This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series.…
Resources for Machine Learning Explainability
Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
A collection of research materials on explainable AI/ML
Analysis of spirometry measures in patients with COPD in the UK Biobank
Code and data repository associated with the respiratory resistance sensitivity discrimination manuscript.
Classification of obstructive and non-obstructive pulmonary diseases on the basis of spirometry using ML
A deep learning system to predict respiratory flow from ribcage respiratory inductance plethysmography
A game theoretic approach to explain the output of any machine learning model.
Implementation of t-SNE visualization algorithm in Javascript.
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Markdown files for Datadog's longform blog posts: https://www.datadoghq.com/blog/
Efficient variant-call data storage and retrieval library using the TileDB storage library.
A phenotype-based tool for variant prioritization in WES and WGS data