meer144

vision_transformer

torchio

Medical imaging toolkit for deep learning

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

brain_age_with_site_removal

Age prediction with site-effect removal: A challenge on the openBHB dataset that aims to i) predict age from derived 3D T1w anatomical MRI data while ii) removing site/scanner information from the learned representation.

Adversarial-learning-of-cancer-tissue-representations

Corresponding code of 'Quiros, A. C., Coudray, N., Yeaton, A., Sunhem, W., Murray-Smith, R., Tsirigos, A., Yuan, K. Adversarial learning of cancer tissue representations. The 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2021'

Python

All Algorithms implemented in Python

Data-Science-Cheatsheet

A helpful 4-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.

wtfpython

What the f*ck Python? 😱

Image_Preprocessing_Techniques

image-preprocessing-techniques

Business-analytics-and-data-mining-Modeling-using-R

NPTEL Course

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

cs-video-courses

List of Computer Science courses with video lectures.

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

medical-data

3D-Medical-Imaging-Preprocessing-All-you-need

This Repo Will contain the Preprocessing Code for 3D Medical Imaging

medical-imaging-datasets

A list of Medical imaging datasets.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

youtube_tutorials

Collection of scripts corresponding to LucidProgramming YouTube tutorials

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

Visualizations-of-Convolutional-Neural-Network

CS231n-2017-Summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

awesome-deep-learning-papers

The most cited deep learning papers

BrainPrep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.