abdelmageed95

anodet

Anomaly detection on images using features from pretrained neural networks.

arabic-speech-synthesis

arabic-vocalization

Arabic deep-learning based diacritization models (Shakkala, Shakkelha) ported to PyTorch

arat5

AraT5: Text-to-Text Transformers for Arabic Language Understanding

audio-face-ner

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

azure-mlops-iris

This repo has the code files needed for the MLOps CI/CD implementaton.

basic-nlp-tasks

identify gender fro names identify stratchy words and text partitioning

bayesian_decision_with_risk_matrix

implement Naïve Bayes Classification and implement Risk-based Bayesian Decision Theory Classifier.

bbc-news-text-classification-nlp-using-recurrent-neural-networks

it is a Capstone Project for Deep Learning.ai TensorFlow Developer Professional Certificate.

books_partitioning_and_classification

The overall objective is to produce classification predictions and compare them; analyze the pros and cons of algorithms and generate and communicate the insights.

building-data-warehousing-data-snowflake-schema-in-r-

cadiovascular-prediction

Cadiovascular Prediction with ANN

classification-and-clustering-using-r-

clip

Contrastive Language-Image Pretraining

crown-starfish-detection-with-yolo5

detect Crown starfish detection with Yolo5

custom-ner

dimentionality-reduction

using different DM techniques to improve model performance

ensamble-learning

Use different ensamble methods to train machine learning model th enhance accuracy

growth_stage-of-weeds

Estimate the growth stage of weeds using the number of leaves of the plant. The more leaves, the more the weed has grown.

knowledge-base-from-scratch

create knowledge base from free text using python

leukemai-detection-using-deep-learning

blood cancer detection based on microscopic image of blood smear using CNN

mastering-ai-with-transformers-and-llms-for-nlp-applications-course

military-data-analysis-

Military data analysis

ml-vs-dl-project

Compare preformance of different ML algorthim with MLP algorthim

mlops-lab

This repository contains sample code, which is used for a MLOps Workshop

mlops_workshop

Azure MLOps

multiclass-classification-ovr-preceptron-and-svm-

implement One-versus-Rest (OvR) strategy transforming multiclass classification problems to multiple binary classification problems.

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book