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Geoffrey Schau's Projects

creole icon creole

Consensus Representation Estimation of Lineage Expression for Single-Cell RNA-seq Analysis

deeppath icon deeppath

Classification of Lung cancer slide images using deep-learning

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

diffmap icon diffmap

Diffusion mapping dimensional reduction algorithm

dl-with-bayes icon dl-with-bayes

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

imagegrid icon imagegrid

Generate grid of images given positional coordates

imagevae icon imagevae

Variational autoencoder (VAE) for image analysis, built in keras

manifoldwalk icon manifoldwalk

Walk latent feature manifolds of traned variational autoencoding models

munit-tensorflow icon munit-tensorflow

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)

nemo icon nemo

Neural Estimation of Metastatic Origin (NEMO)

physicell icon physicell

PhysiCell: Scientist end users should use latest release! Bugfixes should be submitted to the development branch.

pytorch-vae icon pytorch-vae

A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch

simclr icon simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

tsnesweep icon tsnesweep

Sweep through the tSNE perplexity parameter to visualize sensitivity using Slurm

unit icon unit

Unsupervised Image-to-Image Translation

vaecallback icon vaecallback

Keras callback class to visualize training of a variational autoencoder

xae icon xae

Cycle consistent cross-domain autoencoder

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