farismismar Goto Github PK

bandswitch-deepmimo

Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transactions in Wireless Communications.

deep-q-learning-son-perf-improvement

Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Reinforcement Learning", IEEE Transactions on Communications, vol. 67, no. 10, Oct. 2019, pp. 7152-7167, DOI 10.1109/TCOMM.2019.2926715.

deep-reinforcement-learning-for-5g-networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.

dl-comp-machine-learning

Code for my publication: F. B. Mismar and B. L. Evans, "Deep Learning in Downlink Coordinated Multipoint in New Radio Heterogeneous Networks", IEEE Wireless Communication Letters, vol. 8, no. 4, Aug. 2019, pp. 1040-1043, DOI 10.1109/LWC.2019.2904686.

ee380l

Code repo for EE 380L Data Mining Spring 2017

eesc7v86-fall22

handover-improvement-ml

Code for my publication: Partially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling. Paper accepted to IEEE International Conference of Communications Workshops, 2018.

laylat-al-qadr

legacy

My code from the 1990's

linkedin-unfollowers

lloyd-max-quantizer

Numpy implementation of Lloyd-Max quantizer.

miscellaneous

A repo for C++ code that does not formally belong anywhere

ml-and-ai-in-arabic

هنا سأقوم بوضع السلايدات وبعض البرامج حسب سلسلة المحاضرات

pytorch

My PyTorch Sandbox

q-learning-power-control

Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Reinforcement Learning", IEEE Transactions on Communications, vol. 67, no. 10, Oct. 2019, pp. 7152-7167, DOI 10.1109/TCOMM.2019.2926715.

silly-code

Repo for silly codes that I authored on a whim, with potentially no (re-)use value.

stock-prediction

Implementation of stock technical indicators and deep LSTM for closing price 30-day lookahead predictions (for learning purposes only).

website

This is my website source code

world-cup-2018-prediction

This project is for fun. Without proper data to solve the problem, ML does not do much.