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adventofcode2023

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

astroclass

A Hybrid Ensemble Learning Approach to Star-galaxy Classification

dl4astro

Star-galaxy Classification Using Deep Convolutional Neural Networks

enhance

Insight AI project: Real-time video super-resolution

enhance-webcam-demo

hadoop-docker

Hadoop docker image

httpd-docker

image-cutout

Python library for generating image cutouts of photometric images

info490

INFO 490: Intro to Data Science, offered in the Spring 2015 Semester at the University of Illinois

info490-fa15

INFO 490: Foundations of Data Science, offered in the Fall 2015 Semester at the University of Illinois

info490-sp16

INFO 490: Advanced Data Science, offered in the Spring 2016 Semester at the University of Illinois

info490-sp16-assignments

info490-w5p1

jupyterhub-accy-aws

jupyterhub-accy-openstack

JupyterHub deployment for ACCY 570 & 571

jupyterhub-deploy

JupyterHub Playbook for the Informatics class at UIUC

jupyterhub-info490

Jupyterhub playbook for the Advaned Data Science class at the University of Illinois

jupyterhub-info490-scripts

ml-io

A high performance data access library for machine learning tasks

nbgrader

A system for assigning and grading notebooks

peer-assessment

A tool for assigning peer assessments on INFO 490 Jupyterhub

phd-dissertation

plagiarism-detection

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

sagemaker-scikit-learn-container

Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http://scikit-learn.org/stable/)

sagemaker-spark

A Spark library for Amazon SageMaker.

sagemaker-xgboost-container

This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use their own XGBoost scripts in SageMaker.

sicp