tahwaru's Projects
Artificial Intelligence: A Modern Approach - First Edition Exercise Solutions
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Simulation code for the monograph "Foundations of User-Centric Cell-Free Massive MIMO" by Özlem Tugfe Demir, Emil Björnson and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2021.
Not yet a project. Just warming up
Digital Communication with Python
Wirtinger calculus based complex-valued Levenberg-Marquardt Algorithm
Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end
Open RadioML Synthetic Benchmark Dataset
Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"
GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.
GNU Radio – the Free and Open Software Radio Ecosystem
Khutuwat github
Instant Radio Maps (Instant RM) - Fast and Differentiable Radio Maps
Used the book "Fundamentals of C++" by R.L H
Scripts for Lectures on Network Systems - Francesco Bullo
LLM training in simple, raw C/CUDA
A generic Makefile template for C, C++ and Fortran programs
Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)