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aml-docs

basic2

1/22 Commit

deep-ee-opt

Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Networks" by Bho Matthiesen, Alessio Zappone, Karl-L. Besser, Eduard A. Jorswieck, and Merouane Debbah, accepted for publication in IEEE Transactions on Signal Processing.

deep_demixing

Deep Demixing: Reconstructing the Evolution of Network Epidemics

dude

Application of the DUDE algorithm to binary images

efficient_person_reid

This repo contains implementation of pruning ResNet and DenseNet for the efficient person re-ID problem.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gee-scripts-collection

Works on Google Earth Engine

hg_general_submodular_weights

learningdeeplearning

Intro to deep learning

malsar

Multi-task learning via Structural Regularization

multi-armed-bandit-based-client-scheduling-for-federated-learning

Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning

network-slimming

Network Slimming (Pytorch)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

random_scritps

random scripts for doing stuff

usca_power_control

Deep unfolded SCA for power allocation in wireless system

uspowerplantdataset

A demo for the creation of US Power Plant NAIP/Landsat8 Dataset

wetlab-stuff

wireless-fl

wireless_digital_twin_milcom

wirelessfl-pdg