heterogeneity topic
PFLlib
We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study
PureEdgeSim
PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.
HoneyBADGER
HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data
texture_analysis
Texture Analysis test tool for PET images
Federated-Learning-PyTorch
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
A python implementation of spatial entropy
SpatialTis
Spatial analysis toolkit for single cell multiplexed tissue data
veloce
WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.
scMET
Bayesian modelling of DNA methylation heterogeneity at single-cell resolution
altis
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goal of this project is to improve and update aspects of existing benchmarking suites which are either insufficient or outdated.