AIT ALI YAHIA Rayane's repositories
Blockchain-Real-Time-Analysis-IOTA
This is a Blockchain Application based on IOTA Masked Authenticated Messaging API , to monitor sensor data delivered by embedded system under NodeJS
Regression-stacked-SVM_RandomForest
This is my implementation of a stacked regressor using optimized SVM and random Forest using Optuna.The actual inputs of the combined regressor is a latent representation of 220 inputs compressed into 5 ,extracted using an auto-encoder implemented under Keras
ansible-labs
Bunch of labs for Ansible developers to increase their skills and become better developers
MinibatchKmeans-vs-Kmeans
In this notebook, I compared two famous clustering algorithm, the minibatchkmeans and the regular kmeans on cellular image dataset.
RE-Deep-Recurrent-NMF-for-Speech-Separation-by-Unfolding-Iterative-Thresholding
In this code, we propose a different implementation fo the original paper https://arxiv.org/abs/1709.07124 under PyTorch. This architecture is constructed by unfolding the iterations of a sequential iterative soft-thresholding algorithm (ISTA) that solves the optimization problem for sparse nonnegative matrix factorization (NMF) of spectrograms. We name this network architecture deep recurrent NMF (DR-NMF)
RE-Jodie-Recommander-System
Code for our Reproducibility Challenge Paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks".
rust-codeforces
Competitive programming using Rust
Variational-Autoencoder-For-Satellite-Imagery
This is my implementation of a special Variational Autoencoder under TF 2.0, which make it possible to squeeze N images to generate one single representation of all the dataset with colors segmentation of the difference objects
Pytorch-Helper
This is a bunch of my pytorch notebooks,where you will find the basis of Pytorch and its implementation of neural networks ,transfer learning etc..;
vanilla_Autoencoder
This is a straight forward implementation of vanilla-autoencoder applied on image compression using Pytorch
Apache_VirtualHost_Automation
This script allows you to create an entire ,fully configured VirtualHost to serve content for multiple domains. Those hosts are typically used when it is not cost-effective to spin up multiple (virtual) machines to serve out many low-traffic sites.
deepchecks
Deepchecks - Tests for Continuous Validation of ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
genAI-fundamentals
This repo is for you and me, with practical exemples about how wen can use genAI for multiple tasks.
I2C_LCP1768_read-from-sensor
This is a low implementation of internal register addressing of LM75BD sensor using Mbed LCP1768 interfacing with I2C communication protocol.
JanathaHack-Customer_Segmentation
Max voting of 4 Optimized Classifiers based on decision tree algorithms
OSIC-Pulmonary-Fibrosis-Regression
This is my implementation of the OSIC competition hosted on Kaggle ,where it was about dealing with tabular and images data
PythonPEP8DevOps
Learn to manage Python projects with a focus on DevOps best practices, PEP8 compliance, and hooks, leveraging tools like Black, Pylint, flake8, Pytest, and CI/CD
Robust-Distributed-VGG
This is a simulated environment that conceptualize a network of IOT devices, where every devices contains one part of the pre-trained model represented by a class. I also made the network resilient to electrical disruption and robust to intermediate node fail, by adding an extension layer in the final node that will re-connect the initial node with the final layer
rust-helper
These are helpers for data structures and examples of key concepts on Rust in ready to use ,inspired from the rust cook book
rustacean-Grep
This is a Rust implementation of the famous Grep command in Linux used to search for a String in a file
git-practice
Bunch of practice for git, for every developers :)
GMM-anomaly-detection
a Gaussian Mixture Model (GMM) based anomaly detector, inheriting from the GaussianMixture class in scikit-learn. The gmmAnomalyDetector class provides methods for anomaly detection using GMM.
JODIE
Replication jodie model
minimal-flask-cicd
This repo serves as a minimalistic template for setting up a Flask web application with Continuous Integration/Continuous Deployment (CI/CD) capabilities.
nodejs-practice
Simple repo for you to practice nodejs :)
sturdy-octo-barnacle
RestAPI + Airflow + s3 uploading