SaiKrishna Saketh Yellapragada's repositories
agusmakmun.github.io
:raised_hands: Free and open-source Jekyll theme
cpp_primer
This my cpp primer practise code
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
deep-ternary
Source code for the paper "Deep Learning Sparse Ternary Projections For Compressed Sensing of Images"
deep_matrix_factorization
Code for Implicit Regularization in Deep Matrix Factorization.
DL-Massive-MIMO
DL tackling Massive-MIMO problems
dlaicourse
Notebooks for learning deep learning
ECE285-MachineLearning-ImageProcessing
Repository for UCSD ECE 285 Machine Learning for Image Processing
ELEC-E5410-Signal-Processing-for-Communications
Aalto University Course on Signal Processing for Communications
h2-example
HTTP/2 client&server example
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
LDAMP_based-Channel-estimation
This code is for the following paper: H. He, C. Wen, S. Jin, and G. Y. Li, “Deep learning-based channel estimation for beamspace mmwave massive MIMO systems,” IEEE Wireless Commun. Lett., vol. 7, no. 5, pp. 852–855, Oct. 2018.
ldpc-3gpp-matlab
Matlab simulations of the encoder and decoder for the New Radio LDPC code from 3GPP Release 15
massivemimobook
Book PDF and simulation code for the monograph "Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency" by Emil Björnson, Jakob Hoydis and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2017.
matlab-with-python-book
Book on MATLAB with Python
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
multiple_antenna_communications
This repository contains the slides (in Powerpoint and PDF formats) for the course Multiple Antenna Communications, used 2021. Video recordings of all the slides (with voice over by Emil Björnson) can be found on YouTube.
neural-matrix-completion
Source code for the paper "Extendable Neural Matrix Completion"
PhyLayerLLS
Physical Layer Link Level Simulator
real-time-cpp
Real-Time C++ Companion Code
rician-cell-free
Simulation code for “Performance of Cell-Free Massive MIMO with Rician Fading and Phase Shifts,” by Özgecan Özdogan, Emil Björnson, Jiayi Zhang, IEEE Transactions on Wireless Communications, To appear.
stanford-algorithms-specialization
📚Solutions for algorithms covered in Stanford Algorithms Specialization
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
Viterbi-Error-Correction
MATLAB code for convolution code (2, 1, 10) decoding with g1 = 110111 and g2 = 11101101 and the analysis of % of error detection and correction using Viterbi decoding and path metric.
xkcd-Style-Plots
Create matplotlib plots with the art style of Randall Munroe's xkcd