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  • Rank 2,861,937 (Top 57 %)
  • Language
    Python
  • Created almost 3 years ago
  • Updated 4 months ago

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Repository Details

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1

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.
Python
142
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2

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.
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44
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3

Stock-Prediction

Implementation of stock technical indicators and deep LSTM for closing price 30-day lookahead predictions (for learning purposes only).
Python
26
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4

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.
MATLAB
23
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5

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.
Python
23
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6

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.
Python
15
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7

Bandswitch-DeepMIMO

Code for my publication: Deep Learning Predictive Band Switching in Wireless Networks. Paper accepted for publication to IEEE Transactions in Wireless Communications.
Python
14
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8

ml-and-ai-in-arabic

هنا سأقوم بوضع السلايدات وبعض البرامج حسب سلسلة المحاضرات
1
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9

Laylat-al-Qadr

Python
1
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10

World-Cup-2018-Prediction

This project is for fun. Without proper data to solve the problem, ML does not do much.
Python
1
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11

EE380L

Code repo for EE 380L Data Mining Spring 2017
Python
1
star