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mastering-ml-w-python-in-six-steps-2e

Source Code for 'Mastering Machine Learning with Python in Six Steps, 2nd Edition' by Manohar Swamynathan

matchbox

Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.

mathematics-tutorial-website

mathematics tutorial website

maths-game

A simple mathematics game

matlab

A set of MATLAB codes that I wrote for Digital Signal Processing, Wireless Communication, RF Design etc.,

matlab-1

matlab-code-lcomm-2018

Matlab code of the paper: T.-N. Do, V.-D. Nguyen, O.-S Shin, and B. An, "Simultaneous Uplink and Downlink Transmissions for Wireless Powered Communication Networks," in IEEE Communications Letters, 2018. doi: 10.1109/LCOMM.2018.2885303

matlab-convolutional-autoencoder

Cost function and cost gradient function for a convolutional autoencoder.

matlab-gan

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

matlab-kernel-pca

MATLAB Kernel PCA: PCA with training data , projection of new data

matlab-machine-learning

Source Code for 'MATLAB Machine Learning' by Michael Paluszek and Stephanie Thomas

matlabfunc

Matlab codes for feature learning

maximal-se

Simulation code for “Massive MIMO for Maximal Spectral Efficiency: How Many Users and Pilots Should Be Allocated?” by Emil Björnson, Erik G. Larsson, Mérouane Debbah, IEEE Transactions on Wireless Communications, vol. 15, no. 2, pp. 1293-1308, 2016.

maximum-coverage-location

A Python library for solving maximum coverage location problem

maximum-number-of-retransmissions

Maximum number of transmission attempts between smart meters and aggregators in a spectrum sharing scenario in a smart grids

memory-card-game

meta-autoencoder

Code for the paper "Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels"

mimo

An exploratory project on matlab stimulation of a wireless MIMO system using bpsk zero forcing technique

mimo-based-on-stbc

MIMO System based on DSTBC and OSTBC

mimo-channel-estimation

Simulation code for “A Framework for Training-Based Estimation in Arbitrarily Correlated Rician MIMO Channels with Rician Disturbance” by Emil Björnson and Björn Ottersten, IEEE Transactions on Signal Processing, vol. 58, no. 3, pp. 1807-1820, March 2010.

mimo-ofdm-system

FAST HARMONY SEARCH TECHNIQUE FOR CHANNEL ESTIMATION IN MIMO OFDM SYSTEM

mimo-ofdm-wireless-communications-with-matlab

MATLAB Code for MIMO-OFDM Wireless Communications with MATLAB | MIMO-OFDM无线通信技术及MATLAB实现

mimo-simulation

MATLAB simulations for analyzing a MIMO system

mimochannelestimator

MIMO OFDM channel estimation using time delay neural network in matlab simulink

mistwf-toolkit-simulation

Matlab implementation and simulation infrastructure of the algorithm in "An Alternative Perspective on Utility Maximization in Energy-Harvesting Wireless Sensor Networks" by Roseveare and Natarajan

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-in-physical-layer

ml_signal_modulation_classification

Project to build a classifier for signal modulations

ml_wirelesscomm

Machine Learning Applications in Wireless Communications - Project work