braincharter

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

kapao

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

VQGAN-CLIP

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

cuml

cuML - RAPIDS Machine Learning Library

VessMorphoVis

A lightweight, interactive, extensible and cross-platform framework for building, visualizing and analyzing vasculature (or blood vessels) morphologies.

itkwidgets

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

deepvesselnet

Implementation of the DeepVesselNet deep learning network

vessap

Experimental code and examples for: Automated analysis of whole brain vasculature using machine learning

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

neurite

Neural networks toolbox focused on medical image analysis

nilearn

Machine learning for NeuroImaging in Python

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

niipre

Nifti Preview

qsm

This docker and singularity image bundles the tgv-qsm algorithm with bet2, dcm2niix and provides a complete QSM processing pipeline.

Anima-Public

Open source software for medical image processing from the Empenn team

pylearn-parsimony

Structured Machine Learning in Python

proxTV

Matlab and Python toolbox for fast Total Variation proximity operators

DLTK

Deep Learning Toolkit for Medical Image Analysis

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Mac-QuickLook

QuickLook plugins and packages

Python-Deep-Learning-Cookbook

Python Deep Learning Cookbook, published by Packt

Deep-Learning-with-PyTorch

Deep Learning with PyTorch, published by Packt

Hands-On-Image-Processing-with-Python

PETPVC

Partial Volume Correction in PET

Image-Super-Resolution

Implementation of Super Resolution CNN in Keras.