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Nicholas Mancuso's Projects

bffs icon bffs

comparison of a few ways to infer posterior values under a causal linear mixed model

ds2vcf icon ds2vcf

Annotate VCF file with dosages estimated from genotype likelihoods

flashpca icon flashpca

Fast Principal Component Analysis of Large-Scale Genome-Wide Data

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kgem icon kgem

KGEM: Scala implementation of Reconstruction of viral population algorithm for single-amplicon sequencing data

lineax icon lineax

Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

mister icon mister

Simulation study of various Mendelian Randomization approaches using summary data

networkx icon networkx

Official NetworkX source code repository.

numpyro icon numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

optfun icon optfun

approximate optimization in demented times

optimistix icon optimistix

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

randomly-pivoted-cholesky icon randomly-pivoted-cholesky

Code for the paper "Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations"

sleuth icon sleuth

Differential analysis of RNA-Seq

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