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PyTorch implementations of deep reinforcement learning algorithms and environments

Python 2 1 Updated Nov 20, 2021

Adaptive feature selection using reinforcement learning

Python 1 Updated Jun 21, 2020

Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events

Python 12 8 Updated Nov 8, 2020

Perform data science on data that remains in someone else's server

Python 9,455 1,992 Updated Oct 4, 2024

A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)

Python 154 26 Updated Jul 10, 2024

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

Python 428 113 Updated Nov 22, 2023

A general and accurate MACs / FLOPs profiler for PyTorch models

Python 561 38 Updated May 5, 2024

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

Python 367 86 Updated Feb 26, 2021

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 3 3 Updated Oct 1, 2018

Caffe: a fast open framework for deep learning.

C++ 34,062 18,696 Updated Jul 31, 2024

There are some documents related to NS2, which helps you understand and implement the routing protocols in NS2.

2 Updated Sep 9, 2016

Matlab code for the figures and the examples used in G. Bacci, L. Sanguinetti, and M. Luise, "Understanding game theory via wireless power control,' submitted to IEEE Signal Process. Mag., Oct. 2014.

MATLAB 2 2 Updated Jun 16, 2015

This is a Matlab code package is related to the article : Path Selection and Rate Allocation for URLLC in Self-backhauled mmWave 5G Networks

MATLAB 39 24 Updated Sep 2, 2019

Matlab Simulation for T. K. Vu, M. Bennis, S. Samarakoon, M. Debbah and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks," European Wireless 2016; 2…

MATLAB 41 20 Updated Dec 10, 2017

A lightweight conic solver for second-order cone programming.

C 468 123 Updated Jun 10, 2024

Trung Kien Vu and Sungoh Kwon, “Mobility-Assisted on-Demand Routing Algorithm for MANETs in the Presence of Location Errors,” The Scientific World Journal, vol. 2014, Article ID 790103, 11 pages, 2…

C++ 6 1 Updated May 29, 2017

Simulation code for “Massive MIMO and Small Cells: Improving Energy Efficiency by Optimal Soft-Cell Coordination” by Emil Björnson, Marios Kountouris, Mérouane Debbah, Proceedings of International …

MATLAB 46 33 Updated Oct 27, 2017

A Python-embedded modeling language for convex optimization problems.

Python 13 6 Updated Dec 5, 2015

SeDuMi: A linear/quadratic/semidefinite solver for Matlab and Octave

C 238 90 Updated Apr 13, 2024