Mason Kadem's repositories
Pupillometry_analysis_size_tracking_saccades_behaviour
Pupillometry eye-link 1000 data acquisition, summarization, pre-processing, analysis and plotting.
python_course
This repository contains a Python-based programming material
MRI_analysis
This repository contains a Python-based DTI (Diffusion Tensor Imaging) processing pipeline that processes DICOM data, corrects for motion and distortions using FSL, fits a tensor model, and generates Fractional Anisotropy (FA), Mean Diffusivity (MD), Radial Diffusivity (RD), and Axial Diffusivity (AD) maps.
Cloud-pipelines
Github Action integration in AWS, Azure, and google cloud.
data-engineering-zoomcamp
Free Data Engineering course!
decision-tree-from-scratch
Decision Tree Algorithm written in Python with NumPy and Pandas
deep-learning-project-template
Pytorch Lightning code guideline for conferences
Interpretable-Medical-Machine-Learning
This project highlight responsible AI-human collaboration and identified accessible clinical features, together with clinically operable decision route, to accurately and rapidly predict patients at the highest risk of developing Alzheimer's disease.
masonkadem.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
mathfunctions
Applied mathematical functions in python for machine learning
RealTimeHeartRateMonitor
RealTimeHeartRateMonitor is a Python application that leverages computer vision and signal processing techniques to estimate a user's heart rate in real-time using data obtained from a webcam.
DevOps-Roadmap
DevOps Roadmap for 2023. with learning resources
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
miasm
Reverse engineering framework in Python
predpca
Predictive principal component analysis (PredPCA)
sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
statannotations
add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.
whylogs
The open standard for data logging