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Kern-Ralph CoLab's Projects

diploshic icon diploshic

feature-based deep learning for the identification of selective sweeps

discoal icon discoal

discoal is a coalescent simulation program capable of simulating models with recombination, selective sweeps, and demographic changes including population splits, admixture events, and ancient samples

dispersenn icon dispersenn

Estimating dispersal using deep neural networks

dispersenn2 icon dispersenn2

estimating dispersal distance from georeferenced polymorphisms

filet icon filet

Software for detecting introgression using supervised machine learning

im_clam icon im_clam

package for exact calculation of the joint site frequency spectrum under Isolation with Migration models as described in Kern and Hey (2017) http://www.genetics.org/content/207/1/241

locator icon locator

deep learning prediction of geographic location from individual genome sequences

mapnn icon mapnn

neural network for estimating demographic maps from SNPs

msutils icon msutils

A collection of C utilities for working with ms-formatted output files. Code is fast, flexible, and has many stats implemented

popcons icon popcons

constrained elements predicted from population genomic data

popvae icon popvae

genotype dimensionality reduction with a VAE

relernn icon relernn

Recombination Landscape Estimation using Recurrent Neural Networks

shic icon shic

The Soft/Hard Inference through Classification tool for detecting hard and soft selective sweeps

softshoulders icon softshoulders

Contains supplementary data from the Schrider et al. (2015) "Soft Shoulders" paper.

spaceness icon spaceness

Space is the Place: Effects of Continuous Spatial Structure on Analysis of Population Genetic Data

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