Habib Mrad's Projects
Notebooks for network medicine.
Visualizer for neural network, deep learning and machine learning models
Detect an intrusion in network using machine learning model
A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach
Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).
Torch implementation of neural style algorithm
Neural style in TensorFlow! šØ
Neuralink Bot is an attempt to simulate the brain during surgery and teach learner to perform neurosurgery
Neural Net course by Geoffrey Hinton, University of Toronto on Coursera
java deep learning algorithms and deep neural networks with gpu acceleration
Efficient Image Captioning code in Torch, runs on GPU
Code for data analysis of NeurIPS19 paper "Manifold-regression to predict from MEG/EEG brain signals without source modeling"
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
imaging, spike trains, information theory, neural circuitry, synaptic, channel properties
Python package to access a cacophony of neuro-imaging file formats
Machine learning for NeuroImaging in Python
"A lot has been said during the past several years about how precision medicine and, more concretely, how genetic testing is going to disrupt the way diseases like cancer are treated. But this is only partially happening due to the huge amount of manual work still required. Memorial Sloan Kettering Cancer Center (MSKCC) launched this competition, accepted by the NIPS 2017 Competition Track"
Natural Language Processing Best Practices & Examples
An introduction to Natural Language Processing (NLP) course
Natural Language Processing (NLP)
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.
Natural Language Processing Tutorial for Deep Learning Researchers
NLP 101: a resource repository for Deep Learning and Natural Language Processing
State-of-the-art Neural Machine Translation Codebase including Hybrid Word-character Models
Notebooks using the Hugging Face libraries š¤
Course notes
Using AI to detect cyber attacks