Pinned Repositories
Andromeda
AsynchroNous Disk-based Representation of MassivE DAta: An R package aimed at replacing ff for storing large data objects.
Apollo
[Under development] Assessment of Pre-trained Observational Large Language-models in OHDSI (APOLLO)
ApolloR
[Under development] An R package with functionality to help fit large models on data in the CDM
arrow
Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
arulesSequences
:exclamation: This is a read-only mirror of the CRAN R package repository. arulesSequences — Mining Frequent Sequences
AssociationRuleMining
An R package that implements association rule mining and frequent pattern mining against the OMOP-CDM
BigKnn
An R package implementing a large scale k-nearest neighbor classifier using the Lucene search engine
boruta_py
Python implementations of the Boruta all-relevant feature selection method.
PatientLevelPrediction
An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.
torchComparison
egillax's Repositories
egillax/PatientLevelPrediction
An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.
egillax/torchComparison
egillax/Andromeda
AsynchroNous Disk-based Representation of MassivE DAta: An R package aimed at replacing ff for storing large data objects.
egillax/Apollo
[Under development] Assessment of Pre-trained Observational Large Language-models in OHDSI (APOLLO)
egillax/ApolloR
[Under development] An R package with functionality to help fit large models on data in the CDM
egillax/arrow
Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
egillax/arulesSequences
:exclamation: This is a read-only mirror of the CRAN R package repository. arulesSequences — Mining Frequent Sequences
egillax/AssociationRuleMining
An R package that implements association rule mining and frequent pattern mining against the OMOP-CDM
egillax/BigKnn
An R package implementing a large scale k-nearest neighbor classifier using the Lucene search engine
egillax/boruta_py
Python implementations of the Boruta all-relevant feature selection method.
egillax/cehr-bert
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
egillax/computational-reproducibility-in-r
egillax/config
config files
egillax/connector-x
Fastest library to load data from DB to DataFrames in Rust and Python
egillax/Cyclops
Cyclops (Cyclic coordinate descent for logistic, Poisson and survival analysis) is an R package for performing large scale regularized regressions.
egillax/DatabaseConnector
An R package for connecting to databases using JDBC.
egillax/deep_LFP
egillax/DeepPatientLevelPrediction
An R package for performing patient level prediction using deep learning in an observational database in the OMOP Common Data Model.
egillax/egillax
My personal repo
egillax/FeatureExtraction
An R package for generating features (covariates) for a cohort using data in the Common Data Model.
egillax/IterativeHardThresholding
egillax/omop-learn
egillax/ParallelLogger
An R package for easy parallel computing, logging, and function call automation.
egillax/PredictionPandemicPerformance
egillax/SqlRender
This is an R package and Java library for rendering parameterized SQL, and translating it to different SQL dialects.
egillax/tabnet
An R implementation of TabNet
egillax/torch
R Interface to Torch
egillax/torchoptx
C++ based optimizers for torch
egillax/Tutorial-Hades
Materials used for tutorials on HADES
egillax/zip
Platform independent zip compression via miniz