Mariem Ashraf's repositories
Learning-from-Imbalanced-Data-Sets
This is useful book to learn how to deal with imbalanced data and learn the history of algorithms.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
deep-learning-keras-tf-tutorial
Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.
feature-engineering-and-feature-selection
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
handle_imabalnce_class
Address imbalance classes in machine learning projects.
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
Machine-Learning-Projects
Machine Learning Experiments and Work
omdena-egypt-freshwater
AI Techniques to Reduce the Wasting of Freshwater