An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Machine Learning with Echo State Networks, a scikit-learn compatible package.

Presentations And Source Codes of My Machine Learning Mini Course

Fake News detection based on the FA-KES dataset

Replicating brain's low energy high efficiency model architecture & calculating (maths)

A comprehensive Natural Language Processing project focused on clinical dialogue analysis, featuring medical text classification and summarization using traditional machine learning, custom deep learning architectures, and transformer-based fine-tuning approaches. Take a look! ^^

Code used in Kaggle competition: Titanic - Machine Learning from Disaster

RNN and Shallow Learning classification of IMDb movie reviews

Explore multiple shallow learning models.