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aoa-prediction's Introduction

aoa-prediction

Estimating and predicting words' age of acquisition

Analysis pipeline

  1. aoa_unified/aoa_loading/predictors/childes/get_childes_data.py
  2. aoa_unified/aoa_loading/aoa_loading.Rmd
  3. aoa_unified/aoa_loading/aoa_analyses/aoa_modeling.Rmd
  4. aoa_unified/aoa_loading/aoa_analyses/aoa_consistency.Rmd
  5. reports/journal_paper/aoapred_si.Rmd
  6. reports/journal_paper/aoapred_openmind.Rmd

Dependencies

R, Python, and Julia

R packages

From CRAN:

  • tidyverse
  • widyr
  • ggthemes
  • ggstance
  • ggdendro
  • ggridges
  • cowplot
  • glue
  • knitr
  • broom

From GitHub:

  • langcog/langcog
  • langcog/wordbankr
  • mikabr/rticles
  • mikabr/jglmm

Python

  • nltk

Julia

  • RCall.jl
  • DataFrames.jl
  • MixedModels.jl
  • StatsModels.jl

aoa-prediction's People

Contributors

mikabr avatar mcfrank avatar dyurovsky avatar vmarchman avatar

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