Experiments with Deep Learning

This repository contains small projects related to Neural Networks and Deep Learning in general. Subject are closely linekd with articles I publish on Medium. I encourage you both to read as well a…

Readthedocs Documentation on Data Science

Melusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".

NLP with Machine Learning to classify spam emails

Implementing a Neural Network from Scratch

Generate canonical molecule identifiers for quantum chemistry database

A collection of Jupyter notebooks showing how to use Qiskit that is synced with the IBM Q Experience

Multi Label text classification using bert

Code to experiment with text mining techniques for sentiment analysis in data set is from Kaggle.

Some small scale experiments for my blog posts 📝

Data Science Using Python

UNIVR PDE course project and just for fun

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

PyTorch tutorials demonstrating modern techniques with readable code

Resources for "Natural Language Processing" Coursera course.

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

Medical Q&A with Deep Language Models

Classifier that identifies Greek text as Cypriot Greek or Standard Modern Greek

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Visaul Question Generation as Dual Task of Visual Question Answering (PyTorch Version)

Short Tutorial to Probabilistic Graphical Models(PGM) and pgmpy

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

Generative Adversarial Networks implemented in PyTorch and Tensorflow

A simple python notebook to scrape and organize tweets using snscrape

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

A GAN for generating handwritten text

Neural Ordinary Differential Equation

Multilabel classification for Toxic comments challenge using Bert

DCGAN model for generating fake images of dogs based on the Generative Dog Images Kaggle Competition (2019).