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GitHub / AI-sandbox 10 repositories

Following Ariadne's thread through the genome, using AI and ML

AI-sandbox/archetypal-analysis

Language: Python - Size: 4.83 MB - Last synced: 4 days ago - Pushed: 6 months ago - Stars: 12 - Forks: 0

AI-sandbox/HyperFast

Language: Python - Size: 297 KB - Last synced: 7 days ago - Pushed: 3 months ago - Stars: 41 - Forks: 9

AI-sandbox/asPopGenStats

Ancestry-specific tool for calculating population genetics statistics from Gnomix output

Language: Python - Size: 61.5 KB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 2 - Forks: 0

AI-sandbox/gnomix

A fast, scalable, and accurate local ancestry method.

Language: Python - Size: 161 MB - Last synced: 22 days ago - Pushed: 3 months ago - Stars: 70 - Forks: 12

AI-sandbox/neural-admixture

Rapid population clustering with autoencoders

Language: Python - Size: 1.61 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 52 - Forks: 8

AI-sandbox/DataFix

Language: Jupyter Notebook - Size: 3.21 MB - Last synced: 4 days ago - Pushed: 4 months ago - Stars: 9 - Forks: 3

AI-sandbox/genTools

genomic tools

Language: Python - Size: 10.7 KB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

AI-sandbox/MergeGenome

Language: Python - Size: 4.21 MB - Last synced: 4 days ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

AI-sandbox/PopGenAdapt

Semi-Supervised Domain Adaptation for Genotype-to-Phenotype Prediction in Underrepresented Populations

Language: Python - Size: 36.1 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

AI-sandbox/aegen

Autoencoders for genomic data compression, classification, imputation, phasing and simulation.

Language: Python - Size: 1000 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

AI-sandbox/SALAI-Net

Language: Python - Size: 161 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 10 - Forks: 1

AI-sandbox/adversarial-attack-genotype

Official code for "Adversarial Attacks on Genotype Sequences" paper

Language: Jupyter Notebook - Size: 512 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

AI-sandbox/mdPCA

missing DNA PCA algorithm for ancestry masked or ancient genomic data.

Language: Python - Size: 81.1 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

AI-sandbox/intro_to_machine_learning

Language: SCSS - Size: 427 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

AI-sandbox/GMMN-genotype-simulation

This repository includes a python implementation of a GMMN to generate genotypes of a particular ancestry

Language: Python - Size: 15.3 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

AI-sandbox/genTopo

genetic topology, TDA on DNA

Language: Jupyter Notebook - Size: 61.3 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

AI-sandbox/LAI-Net

Official implementation of LAI-Net

Language: Python - Size: 85.9 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 2 - Forks: 1

AI-sandbox/hyperPop

Language: Jupyter Notebook - Size: 58.6 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

AI-sandbox/XGMix

Language: Jupyter Notebook - Size: 80.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 12 - Forks: 2

AI-sandbox/completion

Language: Python - Size: 19.5 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 10 - Forks: 1

AI-sandbox/XGMix-models

Size: 2.23 GB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0