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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