Package: calmr 0.6.3
calmr: Canonical Associative Learning Models and their Representations
Implementations of canonical associative learning models, with tools to run experiment simulations, estimate model parameters, and compare model representations. Experiments and results are represented using S4 classes and methods.
Authors:
calmr_0.6.3.tar.gz
calmr_0.6.3.zip(r-4.5)calmr_0.6.3.zip(r-4.4)calmr_0.6.3.zip(r-4.3)
calmr_0.6.3.tgz(r-4.4-any)calmr_0.6.3.tgz(r-4.3-any)
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calmr_0.6.3.tgz(r-4.4-emscripten)calmr_0.6.3.tgz(r-4.3-emscripten)
calmr.pdf |calmr.html✨
calmr/json (API)
NEWS
# Install 'calmr' in R: |
install.packages('calmr', repos = c('https://victor-navarro.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/victor-navarro/calmr/issues
- pati - Rat responses from Patittucci et al. 2016
Last updated 5 months agofrom:985aa1f899. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 04 2024 |
R-4.5-win | NOTE | Nov 04 2024 |
R-4.5-linux | NOTE | Nov 04 2024 |
R-4.4-win | NOTE | Nov 04 2024 |
R-4.4-mac | NOTE | Nov 04 2024 |
R-4.3-win | NOTE | Nov 04 2024 |
R-4.3-mac | NOTE | Nov 04 2024 |
Exports:aggregateAICBICcalmr_model_graphcalmr_model_plotcalmr_verbositycompare_modelsdesignexperiencesexperiences<-fit_modelget_designget_graph_optsget_modelget_optimizer_optsget_parametersget_plot_optsget_timingsgraphmake_experimentmappingmodel_outputsmodel_parametersNLLparametersparameters<-parseparse_designparsed_resultspatch_graphspatch_plotsphase_parserplotplot_common_scaleplot_targetted_complex_trialsplot_targetted_tbinsplot_targetted_trialsplot_targetted_typed_trialsplot_tbinsplot_trialspredictraw_resultsresultsrsarun_experimentset_calmr_paletteset_reward_parametersshowsupported_familiessupported_modelssupported_optimizerssupported_plotssupported_timed_modelstesttimingstimings<-trials
Dependencies:clicodacodetoolscolorspacecpp11crayondata.tabledigestfansifarverforeachfuturefuture.applyGAggnetworkggplot2ggrepelglobalsgluegtableigraphisobanditeratorslabelinglatticelifecyclelistenvmagrittrMASSMatrixmgcvmunsellnetworknlmeparallellypatchworkpillarpkgconfigprogressrR6RColorBrewerRcppRcppArmadillorlangscalessnastatnet.commontibbleutf8vctrsviridisLitewithr
ANCCR
Rendered fromANCCR.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-09
Started: 2024-02-28
calmr_app
Rendered fromcalmr_app.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-10
Started: 2023-01-30
calmr_fits
Rendered fromcalmr_fits.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-10
Started: 2022-12-12
Getting started with calmr
Rendered fromcalmr.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-08
Started: 2024-04-08
HD2022
Rendered fromHD2022.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-03-10
Started: 2024-02-22
heidi_similarity
Rendered fromheidi_similarity.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-04
Started: 2022-03-03
MAC1975
Rendered fromMAC1975.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-03-10
Started: 2024-02-22
parallelism_in_calmr
Rendered fromparallelism_in_calmr.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-07
Started: 2024-02-27
PKH1982
Rendered fromPKH1982.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-03-10
Started: 2024-02-22
RAND
Rendered fromRAND.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-07
Started: 2024-02-24
RW1972
Rendered fromRW1972.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-03-10
Started: 2024-02-22
SM2007
Rendered fromSM2007.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-03-10
Started: 2024-02-22
TD
Rendered fromTD.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-09
Started: 2024-04-08
using_time_models
Rendered fromusing_time_models.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2024-04-08
Started: 2024-02-26
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Create a graph with calmr data | calmr_model_graph get_graph_opts patch_graphs |
Create a plot with calmr data | calmr_model_plot get_plot_opts patch_plots plot_common_scale |
Set verbosity options for calmr | calmr_verbosity |
S4 class for calmr designs | CalmrDesign-class |
CalmrDesign methods | CalmrDesign-methods mapping mapping,CalmrDesign-method show,CalmrDesign-method trials,CalmrDesign-method |
S4 class for calmr experiments. | CalmrExperiment-class |
CalmrExperiment methods | aggregate aggregate,CalmrExperiment-method CalmrExperiment-methods design design,CalmrExperiment-method experiences experiences,CalmrExperiment-method experiences<- experiences<-,CalmrExperiment-method graph graph,CalmrExperiment-method length,CalmrExperiment-method parameters parameters,CalmrExperiment-method parameters<- parameters<-,CalmrExperiment-method parse parse,CalmrExperiment-method parsed_results parsed_results,CalmrExperiment-method plot plot,CalmrExperiment-method raw_results raw_results,CalmrExperiment-method results results,CalmrExperiment-method show,CalmrExperiment-method timings timings,CalmrExperiment-method timings<- timings<-,CalmrExperiment-method trials trials,CalmrExperiment-method |
S4 class for calmr experiment results | CalmrExperimentResult-class |
S4 class for calmr Fit | CalmrFit-class |
CalmrFit methods | AIC AIC,CalmrFit-method BIC BIC,CalmrFit-method CalmrFit-methods NLL NLL,CalmrFit-method predict predict,CalmrFit-method show,CalmrFit-method |
S4 class for calmr results | CalmrResult-class |
CalmrResult methods | CalmrResult-methods show,CalmrResult-method |
S4 class for calmr representational similarity analysis | CalmrRSA-class |
CalmrRSA methods | CalmrRSA-methods plot,CalmrRSA-method show,CalmrRSA-method test test,CalmrRSA-method |
Run models given a set of parameters | compare_models |
Fit model to data | fit_model |
Get basic designs | get_design |
Get optimizer options | get_optimizer_opts |
Get model parameters | get_parameters |
Get timing design parameters | get_timings |
Make CalmrExperiment | make_experiment |
Model information functions | get_model model_information model_outputs model_parameters supported_families supported_models supported_optimizers supported_plots supported_timed_models |
Parse design data.frame | parse_design |
Rat responses from Patittucci et al. 2016 | pati |
Parses a phase string | phase_parser |
General plotting functions | plotting_functions plot_targetted_complex_trials plot_targetted_tbins plot_targetted_trials plot_targetted_typed_trials plot_tbins plot_trials |
Perform representational similarity analysis | rsa |
Run experiment | run_experiment |
Get/set the colour/fill palette for plots | set_calmr_palette |
Set reward parameters for ANCCR model | set_reward_parameters |