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advanced_statistics_labs

Programming assignments for the Advanced Statistics course of the MSc Physics and Astronomy of the UvA

ai-summaries

botonic

Build chatbots using React

byol-pytorch

Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

deephistology

A pan-cancer platform for mutation prediction from routine histology

deeppath

Classification of Lung cancer slide images using deep-learning

direct

Deep learning framework for image reconstruction

dl

Deep Learning course of MSc AI University of Amsterdam

docker_minimal_example

A minimal example for working with docker

informationtheory

Documents for Information Theory used in Master of Logic course Information Theory at the UvA

infovis-framework-2020

The example client server architecture for InfoVis 2020 using Flask, Bokeh and D3.

lightning-quick-start

testing lightning apps

ml1

Holds the lab assignments for ml1

ml4qs

Code belonging to the book machine learning for the quantified self.

msifromhe

predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer

resources

Helpful Engineering project proposals

rl-gridworld

A basic iterative gridworld solver as part of a RL course

rl-lab3

self-monitoring-app

A mobile app to support individuals in checking their health and provide insights to structure a more effective medical help system.

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simclr-1

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

staintools

Tools for tissue image stain normalisation and augmentation in Python 3 [!important]

uva_summaries

Summaries of courses in the AI Master programme at UvA

uvadlc_practicals_2019

Lab assignments for the Deep Learning course at the University of Amsterdam, April-May 2019

uwsgi-nginx-flask-docker

Docker image with uWSGI and Nginx for Flask applications in Python running in a single container. Optionally with Alpine Linux.

vit-pytorch

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

yonischirris.github.io

A multilingual collection of the most trustworthy news and FAQs about the COVID-19 virus