Pinned Repositories
covid_fda_eua_tests
collecting data on FDA-approved COVID tests
DocSummarizer
Functions for automatic document summary and keyword extraction
DSDC-2022-06-14
Slides and Code for Data Science DC Meetup on tidylda/tLDA
marginal
Calculate marginal effects, similar to linear coefficients, for any predictive model. Also calculates and plots individual conditional expectation (ICE) curves. As of this writing, the concept is experimental. Caveat emptor!
mvrsquared
r-squared for n-dimensional outcomes
StatProgrammingDC_Jul2014
Presentation + Code from Statistical Programming DC, July 2014
textmineR
An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides a wrapper for several topic models that take similarly-formatted input and give similarly-formatted output. Has additional functionality for analyzing and diagnostics for topic models.
textmineR_vignette
Vignette for textmineR
tidylda
Implements an algorithim for Latent Dirichlet Allocation using style conventions from the [tidyverse](https://style.tidyverse.org/) and [tidymodels](https://tidymodels.github.io/model-implementation-principles/index.html).
tmsamples
R package for simulating corpora from topic model parameters.
TommyJones's Repositories
TommyJones/textmineR
An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides a wrapper for several topic models that take similarly-formatted input and give similarly-formatted output. Has additional functionality for analyzing and diagnostics for topic models.
TommyJones/tidylda
Implements an algorithim for Latent Dirichlet Allocation using style conventions from the [tidyverse](https://style.tidyverse.org/) and [tidymodels](https://tidymodels.github.io/model-implementation-principles/index.html).
TommyJones/DocSummarizer
Functions for automatic document summary and keyword extraction
TommyJones/covid_fda_eua_tests
collecting data on FDA-approved COVID tests
TommyJones/DSDC-2022-06-14
Slides and Code for Data Science DC Meetup on tidylda/tLDA
TommyJones/marginal
Calculate marginal effects, similar to linear coefficients, for any predictive model. Also calculates and plots individual conditional expectation (ICE) curves. As of this writing, the concept is experimental. Caveat emptor!
TommyJones/mvrsquared
r-squared for n-dimensional outcomes
TommyJones/tmsamples
R package for simulating corpora from topic model parameters.
TommyJones/Activity-Recognition
Procedure to tidy the "Human Activity Recognition Using Smartphones Data Set"
TommyJones/comps
Code and such for my comprehensive exam
TommyJones/covid-test-db
TommyJones/dcr_2019
Code etc. for my 2019 presentation at DC R
TommyJones/dissertation
code and paper for my dissertation
TommyJones/dissertation_proposal
TommyJones/download_parallel_datasets
TommyJones/download_software_as_text
download GitHub repos as text corpora
TommyJones/jonesingfordata
my personal website made in blogdown
TommyJones/lda-transfer-learning
Research for my dissertation section on transfer learning for LDA
TommyJones/leo_war_peace
how much of war and peace did leo paste?
TommyJones/math640_final_project
TommyJones/r-squared-short-paper
Short paper of r-squared for multivariate outcomes
TommyJones/rsquared_topicmodels
Paper for a coefficient of determination for probabilistic topic models
TommyJones/rustsample
Example package using Rust compiled code
TommyJones/sbir-topics
TommyJones/simulate-doc-params
Simulations to find optimal LDA-DGP parameters
TommyJones/study_summer_2018
Documents and code for my summer 2018 independent study
TommyJones/tidylda-joss
Code and paper for JOSS submission of tidylda
TommyJones/TommyJones.github.io
Tommy's blog
TommyJones/topic-modeling-optimization-example
TommyJones/topicmodel_compare