heterogeneity topic

List heterogeneity repositories

PFLlib

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We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

PureEdgeSim

171
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PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.

HoneyBADGER

96
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31
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HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data

texture_analysis

26
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Texture Analysis test tool for PET images

Federated-Learning-PyTorch

62
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PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arb...

SpatialEntropy

18
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A python implementation of spatial entropy

SpatialTis

29
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Spatial analysis toolkit for single cell multiplexed tissue data

veloce

18
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0
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WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.

scMET

19
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Bayesian modelling of DNA methylation heterogeneity at single-cell resolution

altis

35
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A benchmarking suite for heterogeneous systems. The primary goal of this project is to improve and update aspects of existing benchmarking suites which are either insufficient or outdated.