akatumba

akatumba.github.io

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/

CarND-Semantic-Segmentation

challenges

PyBites Code Challenges

claude

End-to-end learning of optical communication systems

CLR

courses

fast.ai Courses

courses-on-open-and-unbiasedAI-training-data

Replication Kit for the Artificial Intelligent for All Series of Courses on Open and un-biased AI Training Data

CVND---Gesture-Recognition

deepLearningBook-Notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

docker-octave

Octave+Jupyter docker image ready for use with MDToolbox

dsp-telecom-book-code

Source code for Aldebaro's book on DSP and digital communications

fastai-v3

Starter app for fastai v3 model deployment on Render

fastaipart3

For part 3 of Fast.ai

focss

Advanced Fiber-optic communication systems simulator via split-step Fourier method

jupyter-octave

Jupyter lab with an Octave kernel

learn-co-sandbox

lm-snn

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

machine-learning-open-source

Monthly Series - Machine Learning Top 10 Open Source Projects

ml4eo-bootcamp-2021

Machine Learning for Earth Observation Training of Trainers Bootcamp

NFDMLab

Simulating Nonlinear Frequency Division Multiplexing in Python

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

P1_Facial_Keypoints

First project for CVND: facial keypoint detection.

pytorch-Deep-Learning

Deep Learning (with PyTorch)

QAMpy

QAMpy is a DSP chain for the simulation and equalisation of optical communications signals

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

split-step-fourier-method-python

A algorithm used for simulate a pulse propagation in fiber optics

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

vRNN-PyCUDA

RNN training using virtualized GPU memory. Implemented using Python and PyCUDA.