Pinned Repositories
100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
100-Days-of-Flutter
This respository contains all the source code which I did while learning Flutter. Flutter is a new UI Framework, written on Dart for mobile, web and other applications. Flutter Mobile UI Framework supports both iOS and Android natively, thus allowing developers like me to write and maintain a single codebase for both iOS and Android application.
100-nlp-papers
100 Must-Read NLP Papers
100_days_of_flutter
I am commiting to do 100 days of flutter to learn the basics. I will do it for at least one hour aday and I will be sharing my progress here and on twitter
30-Days-of-Python
Learn Python for the next 30 (or so) Days.
anlp19
Course repo for Applied Natural Language Processing (Spring 2019)
CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
flutter
Flutter makes it easy and fast to build beautiful mobile apps.
Flutter-Course-Resources
KaoutharMokrane's Repositories
KaoutharMokrane/100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
KaoutharMokrane/100-nlp-papers
100 Must-Read NLP Papers
KaoutharMokrane/100_days_of_flutter
I am commiting to do 100 days of flutter to learn the basics. I will do it for at least one hour aday and I will be sharing my progress here and on twitter
KaoutharMokrane/30-Days-of-Python
Learn Python for the next 30 (or so) Days.
KaoutharMokrane/arabert
Pre-trained Transformers for the Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic Electra)
KaoutharMokrane/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
KaoutharMokrane/camel_tools
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
KaoutharMokrane/dart-cheat-sheet
A curated list of awesome cheats needed to quickly get started with flutter development.
KaoutharMokrane/data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
KaoutharMokrane/design-thinking-intro
KaoutharMokrane/ESI_2CS_TALN
Cours du module "Traitement automatique du langage naturel"
KaoutharMokrane/facebook-post-scraper
Facebook Post Scraper 🕵️🖱️
KaoutharMokrane/facebook-scraper
Scrape Facebook public pages without an API key
KaoutharMokrane/Facebook-web-scraper
A collection of tools that you can use to collect data from Facebook
KaoutharMokrane/flutter-roadmap
Roadmap for Flutter developers in 2020
KaoutharMokrane/Flutter-Roadmap-and-Resources-Guide
A roadmap from a beginner's point of view. Which can help you in becoming a full fledge flutter developer.
KaoutharMokrane/flutter_apps
A collection of beautiful apps using flutter , inpired by dribble or youtube UI projects :heart: :heart:
KaoutharMokrane/flutter_crush
How to build a Match-3 game, like Candy Crush, Bejeweled, FishDom… in Flutter.
KaoutharMokrane/flutter_roadmap
Highly Subjective Roadmap to Flutter Development
KaoutharMokrane/ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
KaoutharMokrane/nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
KaoutharMokrane/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
KaoutharMokrane/nlp-python-deep-learning
NLP in Python with Deep Learning
KaoutharMokrane/pcc_2e
Online resources for Python Crash Course (Second Edition), from No Starch Press
KaoutharMokrane/pelican-themes
Themes for Pelican
KaoutharMokrane/Recommendation-systems
Recommendation Systems This is a workshop on using Machine Learning and Deep Learning Techniques to build Recommendation Systesm Theory: ML & DL Formulation, Prediction vs. Ranking, Similiarity, Biased vs. Unbiased Paradigms: Content-based, Collaborative filtering, Knowledge-based, Hybrid and Ensembles Data: Tabular, Images, Text (Sequences) Models: (Deep) Matrix Factorisation, Auto-Encoders, Wide & Deep, Rank-Learning, Sequence Modelling Methods: Explicit vs. implicit feedback, User-Item matrix, Embeddings, Convolution, Recurrent, Domain Signals: location, time, context, social, Process: Setup, Encode & Embed, Design, Train & Select, Serve & Scale, Measure, Test & Improve Tools: python-data-stack: numpy, pandas, scikit-learn, keras, spacy, implicit, lightfm Notes & Slides Basics: Deep Learning AI Conference 2019: WhiteBoard Notes | In-Class Notebooks Notebooks Movies - Movielens 01-Acquire 02-Augment 03-Refine 04-Transform 05-Evaluation 06-Model-Baseline 07-Feature-extractor 08-Model-Matrix-Factorization 09-Model-Matrix-Factorization-with-Bias 10-Model-MF-NNMF 11-Model-Deep-Matrix-Factorization 12-Model-Neural-Collaborative-Filtering 13-Model-Implicit-Matrix-Factorization 14-Features-Image 15-Features-NLP Ecommerce - YooChoose 01-Data-Preparation 02-Models News - Hackernews Product - Groceries Python Libraries Deep Recommender Libraries Tensorrec - Built on Tensorflow Spotlight - Built on PyTorch TFranking - Built on TensorFlow (Learning to Rank) Matrix Factorisation Based Libraries Implicit - Implicit Matrix Factorisation QMF - Implicit Matrix Factorisation Lightfm - For Hybrid Recommedations Surprise - Scikit-learn type api for traditional alogrithms Similarity Search Libraries Annoy - Approximate Nearest Neighbour NMSLib - kNN methods FAISS - Similarity search and clustering Learning Resources Reference Slides Deep Learning in RecSys by Balázs Hidasi Lessons from Industry RecSys by Xavier Amatriain Architecting Recommendation Systems by James Kirk Recommendation Systems Overview by Raimon and Basilico Benchmarks MovieLens Benchmarks for Traditional Setup Microsoft Tutorial on Recommendation System at KDD 2019 Algorithms & Approaches Collaborative Filtering for Implicit Feedback Datasets Bayesian Personalised Ranking for Implicit Data Logistic Matrix Factorisation Neural Network Matrix Factorisation Neural Collaborative Filtering Variational Autoencoders for Collaborative Filtering Evaluations Evaluating Recommendation Systems
KaoutharMokrane/resume
Software developer resume in Latex
KaoutharMokrane/samples
A collection of Flutter examples and demos.
KaoutharMokrane/selenium-python-helium
Selenium-python but lighter: Helium is the best Python library for web automation.
KaoutharMokrane/WebscrapingFacebook
Download all your personal images + tagged images from Facebook with Selenium