Discover IHIaadj/HW-PR-NAS Open Source project

Contains notebooks and description files of the article read during our weekly friday sessions.

reading_sessions

MED-NAS-Bench is a Neural Architecture Search benchmark for Medical Imaging Analysis.

med_nas_bench

NAS using a surrogate prediction that preserves ranking of the different architectures.

ranked_nas

School of AI Algiers NLP Workshop at AI DAY 2020. Generating avengers movie script.

nlp_workshop_soai

PARETO RANK-PRESERVING SUPERNETWORK FOR HW-NAS

PRP-NAS

A Jupyter notebook that describes all the content of the workshop of School of AI Algiers.

Neural-Network-Workshop-

Object Detection Agent that plays T-rex game using Detr model.

T-rex-detr

Tayssir Kit is a set of innovative utilities that helps the hajj through the hajj process

HajjHackathon-TayssirTeam

Template to add a compiler backend to PyTorch

skeleton_pytorch_compiler

C++

Line-Best-Fit

Mathematically searching for the line of best fit using Javascript.

Blockchain tool that manages property deeds of cadastrial goods and vehicles

Leapfrog-Hackathon-Blockchain

Extended Search Space - NAS

ESS-NAS

An efficient report generator using OpenAI Whisper and GPT-3

Hangman

Hangman code with JavaFX

Java

AIShout

A marker app using Vuforia, in unity. Implementing the UI to get screenshot from mobile and Toggling Vuforia Camera.

AR_Unity_Vuforia

drlnd-unity-navigation

Project 1 of the Deep Reinforcement Learning Nanodegree program.

This project uses a Generative Adversarial Network (GAN) trained on celebrity faces to generate new faces.

face-generation-gans

HTML

Text-library-C

A perfect library for those who are confused with pointers and string manipulation in C. This was used to create a text editor in C.

skeleton_tensorflow_compiler

Template: Add Compiler Backend to Tensorflow

C++

ZabbixAPI-script

A script that uses ZabbixAPI to create multiple hosts with theirs items at once.

Predicting bike-sharing pattern using Neural Networks

bike-sharing-project

Détection de feux de forêts (Arduino). Un prototype arduino detecte et capte le feu, temperature et humidité et envoie les données à cette application web.

noFeu

PHP

Daisy

Daisy is an AI solution that aims to improve women’s quality of life, by predicting their upcoming period and their symptoms (Cramps, Bloating, Mood… ).

test_ds_bootcamp

ML-StudyJam

techrace_2048

TechRace Algiers 2048 Game

Recurrent Neural Network (RNN) defined and trained to generate new TV scripts.

generate-tv-script

HTML

bike_sharing

Predict daily bike rental ridership using neural networks.

This is the jupyter notebook used in the GDG Algiers School event.

GDG-School-Workshop

A mobile application made in react native that explains the well-known combinatorial optimization problem : Knapsack problem.

Knapsack

N-Compariw: End-to-End Workflow for Neural Networks Comparison

N-Compariw

epsilon-centralisation

A supervision tool that offers a way to control and manage all the terminals with the Epsilon OS.

Segment and predict the volume of hippocampus from MRI brain scans.

HippocampusAI

NN_Workshop

Grassroots Operator Search Implementation

GOS

SSEvaluation

Search Space Evaluation

Udacity Deep Reinforcement learning Mini project aims to solve the OpenAI Gym Taxi-v2 task

OpenAI-Gym-Taxi-v2

Quantum inspired Supernetwork with Quadratic Unconstrained Binary Optimization (QUBO)

qubo-nas