Alex Diaz-Papkovich's repositories

1KGP_dimred

Interactive demonstration of how to use PCA, t-SNE, and UMAP on genotype data from the Thousand Genome Project.

gt-dimred

Genotype dimension reduction research. Code for manuscript "UMAP reveals cryptic population structure and phenotype heterogeneity in large genomic cohorts"

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topstrat

Genotype dimension reduction and clustering research. Code for manuscript "Topological stratification of continuous genetic variation in large biobanks"

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dimension_reduction_workshop

A collection of code to teach dimension reduction in the context of biological sciences

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intro_to_r_stats

This is a workship as part of the Fall 2022 McGill Initiative in Computational Medicine.

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umap_review

A review of the use of UMAP in population genetics

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dim_red

Dimension reduction and Visualisations for Genetic Data

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hgss_regression_workshop

A workshop on introductory linear regression in R developed for graduate students in human genetics. Covers the basics of the concept, its statistical foundation, and some R code to illustrate it.

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phd_thesis

PhD thesis for Alex Diaz-Papkovich

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advent_of_code_2020

Doing the challenges for 2020!

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death_by_car

Tracking collisions between vehicles and pedestrians/cyclists in Canada.

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skateway

Tracking the length of the Rideau Canal skating season over the years.

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end

Exploration of particle tracking focused on extra-nucleolar droplets (ENDs)

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hispanic_admix

Studying admixture in the Hispanic population

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micm_spring_2023

Statistics and regression workshop for the 2023 MiCM series.

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ode_models

Small tutorial on ODEs for QLS

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online-cv

A minimal Jekyll Theme to host your resume (CV)

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psc_traffic

Tracking Google Maps traffic in Providence

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