Forrest Koch (ForrestCKoch)

ForrestCKoch

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Company:@unsw-edu-au

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cheba-nil

Forrest Koch's repositories

DataTypes

A little library of data structures I've written for practice

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DTIpipe

My personal DTI processing scripts

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psychoblocks

PychoPy implementation of n-back, and facename fMRI tasks

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scRNA-Dimensionality-Reduction

A comparison of dimensionality reduction methods in scRNA data

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CIDR

Clustering through Imputation and Dimensionality Reduction

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ClusterPoolSH

Bash script for managing multiple compute pools drawing from the same queue. Designed for use on several nodes with a common filesystem.

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MAPnet

Predict age from MRI data alone

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mitml

Tools for multiple imputation in multilevel modeling

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ModuleSort

Framework for combining Merge-Sort with modular data types and sorting algos

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mrtrix3

MRtrix provides a set of tools to perform various advanced diffusion MRI analyses, including constrained spherical deconvolution (CSD), probabilistic tractography, track-density imaging, and apparent fibre density

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pt-sdae

PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)

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scikit-learn

scikit-learn: machine learning in Python

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scRNA.seq.datasets

Collection of public scRNA-Seq datasets used by our group

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tga

Implementation of Trimmed Grassmann Average (TGA) by Hauberg S et al. in Python

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VASC

Variational autoencoder for single cell RNA-seq datasets

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VPAC

VPAC: Variational projection for accurate clustering of single-cell transcriptomic data

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