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

📬 A knowledge graph querying framework for JavaScript

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

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

PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are prov…

This is a platform containing the datasets and federated learning algorithms in IoT environments.

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goal of this project is to improve and update aspects of existing benchmarking suites which are either insufficient or outdated.

Spatial analysis toolkit for single cell multiplexed tissue data

Heterogeneous Multi-Robot Reinforcement Learning

QGIS plugin of geographical detector

Texture Analysis test tool for PET images

Bayesian modelling of DNA methylation heterogeneity at single-cell resolution

Inspired by Hillebrand & Medeiros (2009) and Corsi (2009), I put neural networks in a High frequency environment, and tested the performance of the two models (HAR & Neural Networks). - The data used in this project is 2 years worth of intraday 5-minute realized volatility (See: Sheppard, Patton, Liu, 2012) from 20 Dow Jones stocks, that has bee…

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

A python implementation of spatial entropy

an R package for testing, estimating and evaluating the Panel Smooth Transition Regression (PSTR) model.

A general Python framework for using hidden Markov models on binary trees or cell lineage trees.

Single-cell transcriptomics and epigenomics unravel the role of monocytes in neuroblastoma bone marrow metastasis

Iteratively Adjusted Surrogate Variable Analysis

Classifying Breast Cancer Molecular Subtypes