Aurelia's repositories
supervised_models
Supervised ML models to predict student's performance in high school
chestViewSplit
Automatically split the chest x-ray into two views
lung-segmentation-2d
Lung fields segmentation on CXR images using convolutional neural networks.
AIND-NLP
Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
AIND-NLP-Bookworm
A simple question-answering system built using IBM Watson's NLP services.
aind2-rnn
Project materials for RNN segment of AIND nanodegree
awesome-deep-learning-papers
The most cited deep learning papers
clustering
Made predictions about the natural categories of multiple types in a dataset, then checked these predictions against the result of unsupervised analysis.
course-v3
The 3rd edition of course.fast.ai - coming in 2019
EPICOLON
Computational pathology in colon cancer using the Epicolon cohort
fastText
Library for fast text representation and classification.
MedLinker
ECIR 2020 - MedLinker: Medical Entity Linking with Neural Representations and Dictionary Matching
python-docs-samples
Code samples used on cloud.google.com
reinforcement_learning
Applied reinforcement learning to build a simulated vehicle navigation agent.
STC2
Demo code for the paper STC2 which released three short text datasets for clustering and classification
tensorflow
Computation using data flow graphs for scalable machine learning
Unet_pytorch
Implementation of U-Net architecture using Pytorch
uts-rest-api
A repository of code samples in various languages that show how to use the UMLS Terminology Services REST API