BasmaRG

SenWave

The public tweets sentimental analysis dataset SenWave for Covid-19 research

3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

arabert

Pre-trained Transformers for the Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic Electra)

ArabicTextClassificationDataset

ArSarcasm

This repository contains the Arabic sarcasm dataset (ArSarcasm)

ASD

classification ASD- Master project

autism-spectrum-disorders-classification-using-facial-images

Comparing automated and non-automated machine learning for autism spectrum disorders classification using facial images

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

data-quran

Open and free Quran dataset

Deep-Learning

Course: Deep Learning

DeepForest

Python Package for Tree Crown Detection in Airborne RGB imagery

EdgeNeXt

Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".

fastai

The fastai deep learning library, plus lessons and tutorials

fastbook

Draft of the fastai book

github.io

Basma Elshoky

Hands-On-Automated-Machine-Learning

Hands-On Automated Machine Learning, published by Packt

HMATC

Hierarchical Multi-label Arabic Text Classification (HMATC) model

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

ImbalanceClass

imbalanced-streams

A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework

iSarcasmEval

Datasets used for iSarcasmEval shared-task (Task 6 at SemEval 2022)

JUST-Mowjaz-Competition

kawarith

an Arabic Twitter Corpus for Crisis Events

Machine-Learning-Algorithms-in-Classifying-Thirteen-Types-of-Apple-Fruits

Study and Analysis of the Quality of Performance of Ten Machine Learning Algorithms in Classifying Thirteen Types of Apple Fruits

marbert

UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic

nlp-recipes

Natural Language Processing Best Practices & Examples

NLP_Toolkit

Library of state-of-the-art models (PyTorch) for NLP tasks

PyTorch_TextGCN

The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification

TensorFlow-TextGCN

Efficient implementation of "Graph Convolutional Networks for Text Classification"

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019