dcmr-fit#

Run a parameter search to fit a model and simulate data.

Fit the data in DATA_FILE, setting model weights using the patterns in PATTERNS_FILE, with Mfc and Mcf sublayers FCF_FEATURES and Mff weights FF_FEATURES, and saving results to RES_DIR. Features may include multiple features, separated by dashes, or may be “none” to indicate no features of those kind.

Usage

dcmr-fit [OPTIONS] DATA_FILE PATTERNS_FILE FCF_FEATURES FF_FEATURES RES_DIR

Options

--intercept, --no-intercept#: include an intercept term to item-item associations

--sublayers, --no-sublayers#: put components in separate sublayers with independent dynamics

--scaling, --no-scaling#: Include scaling parameters

-p, --sublayer-param <sublayer_param>#: parameters free to vary between sublayers (e.g., B_enc-B_rec)

-f, --fixed-param <fixed_param>#: dash-separated list of values for fixed parameters (e.g., B_enc_cat=1)

-e, --free-param <free_param>#: dash-separated list of values for free parameter ranges (e.g., B_enc_cat=0:0.8)

-a, --dependent-param <dependent_param>#: list of values for dependent parameter expressions, separated by $ (e.g., B_enc_cat=B_enc_use$wr_cat=1 - w0)

-n, --n-reps <n_reps>#: number of times to replicate the search

-j, --n-jobs <n_jobs>#: number of parallel jobs to use

-t, --tol <tol>#: search tolerance

--init <init>#: search initialization method

-r, --n-sim-reps <n_sim_reps>#: number of experiment replications to simulate

-i, --include <include>#: dash-separated list of subject to include (default: all in data file)

-s, --study-keys <study_keys>#: names of data columns to include during study

-l, --recall-keys <recall_keys>#: names of data columns to include during recall

--category, --no-category#: include category analyses in report

--similarity, --no-similarity#: include semantic similarity analyses in report

--block, --no-block#: include block analyses in report

--snapshot, --no-snapshot#: include model snapshots in report

Arguments

DATA_FILE#: Required argument

PATTERNS_FILE#: Required argument

FCF_FEATURES#: Required argument

FF_FEATURES#: Required argument

RES_DIR#: Required argument