Habib Mrad's Projects
Kaggle Intel & MobileODT Cervical Cancer Screening (4th place solution)
Applying machine learning algorithms to disk drive reads
This repository contains my solutions and stand-alone Colab-friendly notebooks for the Intro to Deep Learning with PyTorch Course on Udacity
Deep Learning hands-on workshop using TensorFlow & Keras
Introduction to DataCamp Projects
Notebooks and code for the book "Introduction to Machine Learning with Python"
Resource library for getting started with deep learning work using electrocardiograms
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Developed an Anomaly-based intrusion detection system using Multi Level Perceptron
Interactive Parallel Computing in Python
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
A script to download the ISIC Archive of lesion images
Student Solutions to An Introduction to Statistical Learning with Applications in R
Solutions to exercises in "Introduction to Statistical Learning: with Applications in R"
Kaggle Cervical Cancer Screening competition
Automated loading and processing of genomics data for Deep Learning
IVADO/ Mila's Summer Deep Learning School
JAMA 2016; 316(22) Replication Study
Deep learning infrastructure for bioinformatics
Examples for deep learning in genomics using Janggu
[MICCAI'18] Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
Codes for Kaggle Competitions
:earth_africa: Where will a new guest book their first travel experience?
Official Kaggle API
Detecting Autism Spectrum Disorder in Children With Computer Vision - Adapting facial recognition models to detect Autism Spectrum Disorder
Solution and summary for Intel & MobileODT Cervical Cancer Screening (3-class classification)