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deepc

DeepC: Deep Neural Network Compiler

edgeml-pytorch

PyTorch code for ML algorithms for edge devices developed at Microsoft Research India.

federa

FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.

pyflox

Python library for serverless Federated Learning experiments.

edge-mlops-monitor

A lightweight, resource-efficient MLOps monitoring solution for machine learning models deployed on edge devices. Features system health tracking, model I/O logging, drift detection, and cloud telemetry.

edgeml

machine learning algorithms for edge devices developed at Microsoft Research India.

berrynet

Deep learning gateway on Raspberry Pi and other edge devices