MONCEF GAROUANI's repositories
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
mljar-supervised
Automates Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
explainerdashboard
explainerdashboard is a python package for generating analytical dashboards that explain the inner workings of so-called "blackbox" machine learning models.
MARCO-GE
Automatic selection of clustering algorithms
penn-ml-benchmarks
PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.
pennai
PennAI: AI-Driven Data Science
SOFTX_2019_19
Mcfly: Automated deep learning on time series. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711019300202
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
ocsvm-anomaly-detection
anomaly detection by one-class SVM
datacleaner
A Python tool that automatically cleans data sets and readies them for analysis.
Coursera_Capstonee
Data Science Capstone
textblob-ar
Arabic support for textblob
Courses-
Quiz & Assignment of Coursera
go
The Open Source Data Science Masters
youtube_tutorials
Collection of scripts corresponding to LucidProgramming YouTube tutorials
LRP_for_LSTM
Layer-wise Relevance Propagation (LRP) for LSTMs
arabic-sentiment-analysis
Sentiment Analysis in Arabic tweets
iLID
automatic spoken language identification
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.
Sound-Recognition
Bird's tweet classification with Deep Learning
TwitterUSAirlineSentiment
Code to experiment with text mining techniques for sentiment analysis in data set is from Kaggle.
sklearn-benchmarks
A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.
egy-arb-dialect-id
Egyptian / Modern Standard Arabic language indentification system
models
Models built with TensorFlow