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100-days-of-ml-code

100 Days of ML Coding

autoencoder

Text autoencoder with LSTMs

autoencoder-based-communication-system

Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/

binarynet.tf

BNN implementation in tensorflow

book-deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

coding-interview-university

A complete computer science study plan to become a software engineer.

cornet

coursera_capstone

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

deep-learning-channel-estimation

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.

deep-learning-for-the-physical-layer

PyTorch implementation for part of paper "An Introduction to Deep Learning for the Physical Layer" by Kenta Iwasaki on behalf of Gram.AI.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-neural-network-decoder

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deeplearningzerotoall

TensorFlow Basic Tutorial Labs

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dl-channeldecoding

On Deep Learning-based Channel Decoding

ebookml_src

Source code in ebook Machine Learning

flask-appbuilder

Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/

flynetsim

FlyNetSim: An Intergrated UAV-Network Simulator

github-markdown-toc

Easy TOC creation for GitHub README.md

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

how-to

howto

hsrmbeamertheme

Beamer theme that complies with the corporate design of the RheinMain University of Applied Sciences.

iterative-bp-cnn

The codes reproduce the research of our work in our JSTSP paper "An Iterative BP-CNN Architecture for Channel Decoding under Correlated Noise"

jianan_machine_learning

machine learning, deep learning, sensor fusion, 5G, and all statistical signal processing by jianan

learn-x-in-y-minutes-where-x-is-python3

lora-ns3

ns3 lora module

machine-learning-from-scratch