mandelkow

tutorials

MONAI Tutorials

MONAI

AI Toolkit for Healthcare Imaging

clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

aws-batch-python-tutorial

A tutorial for running python scripts using AWS Batch

mvts_transformer

Multivariate Time Series Transformer, public version

sequitur

Library of autoencoders for sequential data

igtcloud-client

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

PRML

PRML algorithms implemented in Python

Sequence-Models-coursera

Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.

Deep-Learning-Book-Chapter-Summaries

Attempting to make the Deep Learning Book easier to understand.

Deep-Learning-Computer-Vision

Personal implementation for Stanford CS231n / Umich: Deep Learning for Computer Vision (by Justin Johnson)

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.

unet

U-Net Biomedical Image Segmentation

CycleGAN-Tensorflow-2

CycleGAN Tensorflow 2

contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

hMtools

Hendrik's Matlab tools

fMRNN

RNN models of the resting-state fMRI signal