Pinned Repositories
20181129_ANN_basics_DLab
2020_ICESat-2_Hackweek_Tutorials
Combined repository for the final tutorial material presented at the 2020 ICESat-2 Cryosphere-themed Hackweek presented virtually by the University of Washington.
advent2021
advent of code 2021
algorithms
Polyglot (Java, Kotlin, Python3) collections of programming puzzles
Atlas
ATLAS is an open source software tool for researchers to conduct scientific analyses on standardized observational data
HealthcareAnalytics
Companion repository to rajnmanickam.wordpress.com
i2FHIRb2
FHIR in i2b2
spacy-notebooks
💫 Jupyter notebooks for spaCy examples and tutorials
sqlite3db
A simple wrapper class for working with sqlite3 databases in Python.
gkovaig's Repositories
gkovaig/lighthouse
Public site for Lighthouse
gkovaig/wian
AMIA submission examining note-derived vector representations
gkovaig/sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
gkovaig/bhi-bsn-challenge
Repository for the IEEE BHI-BSN MIMIC-III Challenge
gkovaig/biomedicus
A biomedical and clinical NLP engine developed by the NLP-IE Group at the University of Minnesota Institute for Health Informatics
gkovaig/mxnet-slides
Slides from MXNet tutorials
gkovaig/CliNER
Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.
gkovaig/i2FHIRb2
FHIR in i2b2
gkovaig/MedGP
A distributed version of the sparse multi-output Gaussian process framework integrating python and C++.
gkovaig/patient2vec
Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)
gkovaig/medgan
Generative adversarial network for generating electronic health records.
gkovaig/SAS2017
SAS Global Forum 2017
gkovaig/spacy-notebooks
💫 Jupyter notebooks for spaCy examples and tutorials
gkovaig/spotr
Launch, snapshot and destroy AWS spot instances
gkovaig/kcap17-tutorial
Material for tutorial "Hybrid techniques for knowledge-based NLP: Knowledge graphs meet machine learning and all their friends" at KCAP 2017, Austin (Texas)
gkovaig/get_started_with_deep_learning_for_text_with_allennlp
Getting started with AllenNLP and PyTorch by training a tweet classifier
gkovaig/med2vec
Repository for Med2Vec project
gkovaig/tensorboard-rnn-example
gkovaig/haveibeenpwned-account-combinations
The data referenced in Troy Hunt's blog post, "Here's 1.4 billion records from Have I been pwned for you to analyse," published Dec. 5, 2016.
gkovaig/sepsis
Characteristics of late-onset sepsis in the NICU: Does occupancy impact risk of infection?
gkovaig/word2vec
This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.
gkovaig/python_april_2017
DSI Python workshop
gkovaig/Query_Classfication_LSTM
An LSTM based query classification for Mandrain, implemented using Tensorflow
gkovaig/cisa
"Analysis of Healthcare Cost and Utilization in the First Two Years of the Medicare Shared Savings Program Using Big Data from the CMS Enclave" accompanying source code and results.
gkovaig/Keras_Example
A Tutorial on how to use Keras to construct deep learning models.
gkovaig/GEA
[in development]
gkovaig/nuclear-explosions
Structured data extracted from two reports on nuclear explosions.
gkovaig/jupyter
gkovaig/reddit-bigquery
Code + Jupyter notebook for analyzing and visualizing Reddit Data quickly and easily
gkovaig/Creating-maps-in-R
Introductory tutorial on graphical display of geographical information in R.