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MONCEF GAROUANI's Projects

ar-embeddings icon ar-embeddings

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

arabic-twitter-corpus-ajgt icon arabic-twitter-corpus-ajgt

introduces an Arabic Jordanian General Tweets (AJGT) Corpus consisted of 1,800 tweets annotated as positive and negative. Modern Standard Arabic (MSA) or Jordanian dialect.

datacleaner icon datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

explainerdashboard icon explainerdashboard

explainerdashboard is a python package for generating analytical dashboards that explain the inner workings of so-called "blackbox" machine learning models.

go icon go

The Open Source Data Science Masters

hands-on-natural-language-processing-with-python icon hands-on-natural-language-processing-with-python

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

ilid icon ilid

automatic spoken language identification

keras_anomaly_detection icon keras_anomaly_detection

CNN based autoencoder combined with kernel density estimation for colour image anomaly detection / novelty detection. Built using Tensforflow 2.0 and Keras

marco-ge icon marco-ge

Automatic selection of clustering algorithms

mljar-supervised icon mljar-supervised

Automates Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:

penn-ml-benchmarks icon penn-ml-benchmarks

PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.

sklearn-benchmarks icon sklearn-benchmarks

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

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