{ "cells": [ { "cell_type": "markdown", "id": "333b264b", "metadata": {}, "source": "# Getting started with psp.clobe\n\n*The vignette `vignette(\"clobe\")` of the R package clobe, ported to `psp.clobe`.*\n\nclobe compares the *range of behaviour* a computational model can produce with the range of behaviour people actually show. Instead of asking \"how close is the model to the average participant?\", it asks two questions:\n\n1. Can the model produce what each participant did? (**accommodation**)\n2. Does the model also produce many things nobody did? (**excess flexibility**)\n\ng-distance (Dome & Wills, 2025) combines the two into a single number. This notebook walks through the whole workflow on simulated data, and then does the same with a parameter space partitioning run in place of a grid. The other notebooks explain each step and its mathematics in more detail:\n\n- [inequality-matrices.ipynb](inequality-matrices.ipynb): how a result becomes an ordinal pattern.\n- [universal-set.ipynb](universal-set.ipynb): counting every pattern that could occur.\n- [gdistance.ipynb](gdistance.ipynb): accommodation, excess flexibility and g-distance." }, { "cell_type": "code", "execution_count": 1, "id": "ec83ca58", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:21.049494Z", "iopub.status.busy": "2026-10-15T15:58:21.049371Z", "iopub.status.idle": "2026-10-15T15:58:22.156873Z", "shell.execute_reply": "2026-10-15T15:58:22.156407Z" } }, "outputs": [], "source": [ "import sys\n", "\n", "import matplotlib\n", "import numpy as np\n", "import pandas as pd\n", "import torch\n", "from IPython.display import Markdown, display\n", "import matplotlib.pyplot as plt\n", "\n", "from psp import clobe\n", "\n", "sys.path.insert(0, \"..\") # for notebooks/figure_style.py\n", "from figure_style import aqua, blue, figures, ink, light, muted, orange, reference, titled\n", "\n", "show = figures(\"clobe-getting-started\")\n", "\n", "torch.set_printoptions(precision=2)\n", "\n", "\n", "def rows(matrices):\n", " \"\"\"Each pattern as a tuple of the cells above the diagonal.\"\"\"\n", " k = matrices.shape[-1]\n", " i, j = torch.triu_indices(k, k, offset=1)\n", " return [tuple(row.tolist()) for row in matrices[:, i, j]]\n", "\n", "\n", "def keys(matrices):\n", " return set(rows(matrices))\n" ] }, { "cell_type": "markdown", "id": "3e728d48", "metadata": {}, "source": "## The experiment\n\nImagine an experiment with four conditions (we will call them *stimuli*). Each of 40 participants does 20 trials per stimulus, and we record the proportion of trials on which they gave a particular response. Participants differ: some respond more often as we go from stimulus 1 to stimulus 4, some less often, and some barely change.\n\nThe data are simulated as in the R vignette, with torch's random number generator, so the numbers differ from the R version." }, { "cell_type": "code", "execution_count": 2, "id": "4f1e8ffc", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.158381Z", "iopub.status.busy": "2026-10-15T15:58:22.158211Z", "iopub.status.idle": "2026-10-15T15:58:22.163568Z", "shell.execute_reply": "2026-10-15T15:58:22.163175Z" } }, "outputs": [ { "data": { "text/plain": [ "tensor([[0.30, 0.25, 0.65, 0.65],\n", " [0.65, 0.80, 0.20, 0.35],\n", " [0.55, 0.65, 0.40, 0.50],\n", " [0.55, 0.30, 0.70, 0.40],\n", " [0.30, 0.50, 0.45, 0.55],\n", " [0.10, 0.30, 0.75, 0.85]], dtype=torch.float64)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g = torch.Generator().manual_seed(2025)\n", "x = torch.tensor([-1.5, -0.5, 0.5, 1.5], dtype=torch.float64) # a feature of each stimulus\n", "slopes = 0.5 + torch.randn(40, generator=g, dtype=torch.float64)\n", "p = torch.sigmoid(slopes[:, None] * x + 0.3 * torch.randn(40, 4, generator=g, dtype=torch.float64))\n", "human = torch.binomial(torch.full_like(p, 20.0), p, generator=g) / 20\n", "human[:6]" ] }, { "cell_type": "markdown", "id": "25fb177e", "metadata": {}, "source": "Each participant has their own slope, drawn around 0.5, plus a little noise for each stimulus, and each proportion comes from 20 trials. Drawn one line per participant, the differences between people are plain; the average (black) is a single smooth curve that hides them." }, { "cell_type": "code", "execution_count": 3, "id": "a15143e0", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.164537Z", "iopub.status.busy": "2026-10-15T15:58:22.164430Z", "iopub.status.idle": "2026-10-15T15:58:22.604205Z", "shell.execute_reply": "2026-10-15T15:58:22.603693Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 488, "width": 671 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(7, 4.6))\n", "stimuli = np.arange(4)\n", "for row in human:\n", " ax.plot(stimuli, row, color=blue, alpha=0.3, linewidth=1.2)\n", "ax.plot(stimuli, human.mean(0), color=ink, linewidth=2.5, marker=\"o\", markersize=7)\n", "ax.annotate(\"average\", (3, float(human.mean(0)[3])), xytext=(8, 0), textcoords=\"offset points\",\n", " color=ink, va=\"center\")\n", "ax.set(xticks=stimuli, xticklabels=[f\"stimulus {s}\" for s in stimuli], ylim=(-0.03, 1.03),\n", " xlim=(-0.2, 3.6), ylabel=\"proportion of trials\")\n", "titled(ax, \"40 participants, one line each\", \"the response rate for each stimulus\")\n", "show(fig, \"participants\")" ] }, { "cell_type": "markdown", "id": "cc6d5a21", "metadata": {}, "source": "## Step 1: turn each result into a pattern\n\nAveraging these rows would hide the differences between participants. Instead, we describe each participant by the *ordinal pattern* of their results: for every pair of stimuli, is the first larger, smaller, or about the same as the second? \"About the same\" means the difference is no larger than a threshold, here 0.1 (two trials out of twenty)." }, { "cell_type": "code", "execution_count": 4, "id": "bc46688f", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.605862Z", "iopub.status.busy": "2026-10-15T15:58:22.605740Z", "iopub.status.idle": "2026-10-15T15:58:22.609324Z", "shell.execute_reply": "2026-10-15T15:58:22.609000Z" } }, "outputs": [ { "data": { "text/plain": [ "tensor([[ 2., 0., -1., -1.],\n", " [ 2., 2., -1., -1.],\n", " [ 2., 2., 2., 0.],\n", " [ 2., 2., 2., 2.]], dtype=torch.float64)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "thresholds = (0.1, -0.1)\n", "clobe.imac(human[0], thresholds)" ] }, { "cell_type": "markdown", "id": "e38eb8fb", "metadata": {}, "source": "Read the matrix row against column: the entry in row 0 and column 2 says how stimulus 0 compares with stimulus 2 (1 larger, -1 smaller, 0 about the same; indices start at 0, as everywhere in Python). Only the cells above the diagonal carry information; the others are set to 2.\n\n`patterns()` does this for every participant and keeps each distinct pattern once, with how often it occurred:" }, { "cell_type": "code", "execution_count": 5, "id": "6f29a3a8", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.610487Z", "iopub.status.busy": "2026-10-15T15:58:22.610325Z", "iopub.status.idle": "2026-10-15T15:58:22.613497Z", "shell.execute_reply": "2026-10-15T15:58:22.613121Z" } }, "outputs": [ { "data": { "text/plain": [ "(22,\n", " tensor([3, 1, 1, 1, 4, 1, 2, 1, 2, 1, 9, 3, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1]))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "people = clobe.patterns(human, thresholds)\n", "people.n, people.counts" ] }, { "cell_type": "code", "execution_count": 6, "id": "d9af71d8", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.614381Z", "iopub.status.busy": "2026-10-15T15:58:22.614289Z", "iopub.status.idle": "2026-10-15T15:58:22.616307Z", "shell.execute_reply": "2026-10-15T15:58:22.615941Z" } }, "outputs": [ { "data": { "text/markdown": "The 22 distinct patterns among 40 participants are the behaviour the model should be able to produce.", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(Markdown(f\"The {people.n} distinct patterns among 40 participants are the behaviour the model should be able to produce.\"))" ] }, { "cell_type": "code", "execution_count": 7, "id": "f03ee4e2", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.617089Z", "iopub.status.busy": "2026-10-15T15:58:22.616995Z", "iopub.status.idle": "2026-10-15T15:58:22.915904Z", "shell.execute_reply": "2026-10-15T15:58:22.915471Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 440, "width": 655 } }, "output_type": "display_data" } ], "source": [ "order = torch.argsort(people.counts, descending=True, stable=True)\n", "fig, ax = plt.subplots(figsize=(7, 4))\n", "ax.bar(np.arange(people.n), people.counts[order], color=blue, width=0.8)\n", "ax.set(xticks=[], xlabel=\"distinct pattern, most frequent first\", ylabel=\"participants\")\n", "ax.yaxis.get_major_locator().set_params(integer=True)\n", "titled(ax, f\"How often each of the {people.n} patterns occurs\",\n", " f\"{int((people.counts == 1).sum())} of them were shown by a single participant\")\n", "show(fig, \"pattern-frequencies\")" ] }, { "cell_type": "markdown", "id": "b2142e19", "metadata": {}, "source": "## Step 2: what could anyone have done?\n\nTo judge whether a model is too flexible, we need to know how many patterns were possible at all: the **universal set**. With four stimuli and \"about the same\" meaning \"within the threshold\", the patterns are what mathematicians call *semiorders*, and there are exactly" }, { "cell_type": "code", "execution_count": 8, "id": "aaa0afd8", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.917040Z", "iopub.status.busy": "2026-10-15T15:58:22.916927Z", "iopub.status.idle": "2026-10-15T15:58:22.919262Z", "shell.execute_reply": "2026-10-15T15:58:22.918855Z" } }, "outputs": [ { "data": { "text/plain": [ "183" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "clobe.semiorders(4)" ] }, { "cell_type": "markdown", "id": "292bcff8", "metadata": {}, "source": "of them. Because our measurements are proportions of 20 trials, we can also check that this measurement scale can produce every one of them:" }, { "cell_type": "code", "execution_count": 9, "id": "99c36156", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.920149Z", "iopub.status.busy": "2026-10-15T15:58:22.920047Z", "iopub.status.idle": "2026-10-15T15:58:22.924377Z", "shell.execute_reply": "2026-10-15T15:58:22.923980Z" } }, "outputs": [ { "data": { "text/plain": [ "183" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "clobe.brutes(torch.arange(21, dtype=torch.float64) / 20, 4, thresholds, return_matrices=False).n" ] }, { "cell_type": "markdown", "id": "7e701c23", "metadata": {}, "source": "It can, so the universal set has `semiorders(4)` patterns.\n\n## Step 3: what can the model do?\n\nA model is a set of patterns too: the patterns it produces across its parameter space. Here are two toy models of the response probabilities, both built on the same feature $x$ of the stimuli ($-1.5, -0.5, 0.5, 1.5$) and the logistic function $\\sigma(z) = 1 / (1 + e^{-z})$, which turns any number into a probability:\n\n- The **linear** model, $p_i = \\sigma(b \\, x_i)$, has one parameter, the slope $b$. A positive slope makes responses rise from stimulus 0 to stimulus 3, a negative one makes them fall, and a slope near 0 makes them all about the same. Whatever $b$ is, the responses change in one direction only: the model can produce monotonic patterns and nothing else. It is the process that generated the participants above, without their noise.\n- The **quadratic** model, $p_i = \\sigma(b \\, x_i + c \\, x_i^2)$, adds a curvature $c$. A positive $c$ bends the responses into a U (the middle stimuli lowest), a negative $c$ into an inverted U. With $c = 0$ it is the linear model, so it can produce everything the linear model can, and more.\n\nEach model is evaluated on a grid of parameter values from $-3$ to $3$ in steps of $0.1$: 61 slopes for the linear model, $61 \\times 61$ pairs for the quadratic. Both are written for a whole batch of parameter sets at once, as `psp` models are." }, { "cell_type": "code", "execution_count": 10, "id": "fa19a8e4", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.925204Z", "iopub.status.busy": "2026-10-15T15:58:22.925088Z", "iopub.status.idle": "2026-10-15T15:58:22.929841Z", "shell.execute_reply": "2026-10-15T15:58:22.929429Z" } }, "outputs": [ { "data": { "text/plain": [ "{'linear': 7, 'quadratic': 73}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def linear(b):\n", " return torch.sigmoid(b[:, None] * x)\n", "\n", "\n", "def quadratic(theta):\n", " return torch.sigmoid(theta[:, :1] * x + theta[:, 1:] * x**2)\n", "\n", "\n", "grid = torch.arange(-30, 31, dtype=torch.float64) / 10\n", "b, c = torch.meshgrid(grid, grid, indexing=\"ij\")\n", "models = {\n", " \"linear\": clobe.patterns(linear(grid), thresholds),\n", " \"quadratic\": clobe.patterns(quadratic(torch.stack([b.reshape(-1), c.reshape(-1)], 1)), thresholds),\n", "}\n", "{name: model.n for name, model in models.items()}" ] }, { "cell_type": "markdown", "id": "b15be582", "metadata": {}, "source": "Where in its parameter space does the quadratic model do what people do? Evaluated on a fine grid, each point of the map below is coloured by whether its pattern is one that some participant showed; white lines separate the regions of different patterns. The linear model is the line $c = 0$." }, { "cell_type": "code", "execution_count": 11, "id": "9a98750f", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:22.930674Z", "iopub.status.busy": "2026-10-15T15:58:22.930570Z", "iopub.status.idle": "2026-10-15T15:58:23.745404Z", "shell.execute_reply": "2026-10-15T15:58:23.744896Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 784, "width": 674 } }, "output_type": "display_data" } ], "source": [ "fine = torch.linspace(-3, 3, 401, dtype=torch.float64)\n", "B, C = torch.meshgrid(fine, fine, indexing=\"ij\")\n", "on_map = clobe.patterns(quadratic(torch.stack([B.reshape(-1), C.reshape(-1)], 1)), thresholds)\n", "shown = keys(people.inequality_matrices)\n", "human_like = torch.tensor([r in shown for r in rows(on_map.inequality_matrices)])\n", "region = on_map.pattern.reshape(401, 401).T # rows: curvature c, columns: slope b\n", "edge = torch.zeros_like(region, dtype=torch.bool)\n", "edge[1:] |= region[1:] != region[:-1]\n", "edge[:, 1:] |= region[:, 1:] != region[:, :-1]\n", "image = np.empty((401, 401, 3))\n", "image[...] = matplotlib.colors.to_rgb(light)\n", "image[human_like[region].numpy()] = matplotlib.colors.to_rgb(blue)\n", "image[edge.numpy()] = (1, 1, 1)\n", "\n", "fig, ax = plt.subplots(figsize=(7, 7.6))\n", "ax.imshow(image, origin=\"lower\", extent=(-3, 3, -3, 3), interpolation=\"nearest\")\n", "ax.axhline(0, color=ink, linestyle=\"--\", linewidth=1.5)\n", "ax.annotate(\"linear model, c = 0\", (-2.9, 0), xytext=(0, 6), textcoords=\"offset points\", color=ink)\n", "ax.grid(False)\n", "ax.set(xlabel=\"slope b\", ylabel=\"curvature c\")\n", "ax.legend(handles=[matplotlib.patches.Patch(color=blue, label=\"a pattern someone showed\"),\n", " matplotlib.patches.Patch(color=light, label=\"a pattern nobody showed\")],\n", " loc=\"upper center\", bbox_to_anchor=(0.5, -0.12), ncol=2)\n", "titled(ax, f\"The quadratic model's {on_map.n} patterns\",\n", " f\"{float(human_like[on_map.pattern].double().mean()):.0%} of its parameter space produces human patterns\")\n", "show(fig, \"quadratic-parameter-space\")" ] }, { "cell_type": "markdown", "id": "8c0fd202", "metadata": {}, "source": "## Step 4: compare\n\n`gdistance()` takes the human patterns, the model patterns, the size of the universal set, a weight, and how often each human pattern occurred." }, { "cell_type": "code", "execution_count": 12, "id": "745dcbf6", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:23.746570Z", "iopub.status.busy": "2026-10-15T15:58:23.746468Z", "iopub.status.idle": "2026-10-15T15:58:23.754886Z", "shell.execute_reply": "2026-10-15T15:58:23.754506Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
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linear0.2250.0370.549
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" ], "text/plain": [ " alpha beta g\n", "linear 0.225 0.037 0.549\n", "quadratic 0.575 0.385 0.406" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def compare(model):\n", " out = clobe.gdistance(people.inequality_matrices, model.inequality_matrices,\n", " universal=clobe.semiorders(4), weight=0.5,\n", " frequencies=people.frequencies)\n", " return {\"alpha\": out.alpha, \"beta\": out.beta, \"g\": out.gdistance}\n", "\n", "\n", "results = pd.DataFrame({name: compare(model) for name, model in models.items()}).T\n", "results.round(3)" ] }, { "cell_type": "markdown", "id": "33411725", "metadata": {}, "source": "- **alpha** is the proportion of participants whose pattern the model can produce. Higher is better.\n- **beta** is the proportion of the patterns *nobody showed* that the model produces anyway. Lower is better.\n- **g** is the distance from the ideal model, which produces every observed pattern and nothing else. Lower is better; it runs from 0 to 1." }, { "cell_type": "code", "execution_count": 13, "id": "4f744572", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:23.755760Z", "iopub.status.busy": "2026-10-15T15:58:23.755664Z", "iopub.status.idle": "2026-10-15T15:58:23.758479Z", "shell.execute_reply": "2026-10-15T15:58:23.758110Z" } }, "outputs": [ { "data": { "text/markdown": "The quadratic model accommodates more participants (0.575 against 0.225), and produces patterns that nobody produced (beta of 0.385 against 0.037). g-distance weighs the two; with `weight=0.5` they count equally, and here the quadratic model ends up closer to the ideal. [gdistance.ipynb](gdistance.html) explains the formula and how to choose the weight.", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "r = results.round(3)\n", "display(Markdown(\n", " f\"The quadratic model accommodates {'more' if r.alpha.quadratic > r.alpha.linear else 'no more'} participants \"\n", " f\"({r.alpha.quadratic} against {r.alpha.linear}), and produces patterns that nobody produced \"\n", " f\"(beta of {r.beta.quadratic} against {r.beta.linear}). g-distance weighs the two; with `weight=0.5` they \"\n", " f\"count equally, and here the {r.g.idxmin()} model ends up closer to the ideal. \"\n", " \"[gdistance.ipynb](gdistance.ipynb) explains the formula and how to choose the weight.\"\n", "))" ] }, { "cell_type": "markdown", "id": "2c862798", "metadata": {}, "source": "## Step 3 again, with parameter space partitioning\n\nA grid is fine for two parameters, but it is not how one finds the patterns of a model with many: that is the job of `psp.PSP`, which searches the parameter space for every pattern the model can produce. `clobe.imac` works on a whole batch of results, so it is the `discretize` of the run as it is, and the patterns the run finds go straight into `gdistance()`." }, { "cell_type": "code", "execution_count": 14, "id": "72636529", "metadata": { "execution": { "iopub.execute_input": "2026-10-15T15:58:23.759339Z", "iopub.status.busy": "2026-10-15T15:58:23.759246Z", "iopub.status.idle": "2026-10-15T15:58:23.822068Z", "shell.execute_reply": "2026-10-15T15:58:23.821664Z" } }, "outputs": [ { "data": { "text/markdown": "The search finds 76 patterns and the grid 73: 70 are found by both, 6 only by the search and 3 only by the grid. Neither is complete: a region of the parameter space that lies between the points of the grid is invisible to the grid, however fine it looks, and the search stops after 300 iterations, before it has reached every region. With its patterns, the quadratic model has α = 0.700, β = 0.391 and g = 0.349, against g = 0.406 from the grid: the model is judged on the patterns it can produce, so how they are found matters.", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from functools import partial\n", "\n", "from psp import PSP\n", "\n", "run = PSP(\n", " quadratic,\n", " partial(clobe.imac, thresholds=thresholds),\n", " {\"lower\": [-3, -3], \"upper\": [3, 3], \"init\": [[0.0, 0.0]], \"radius\": 0.5,\n", " \"population\": 200, \"iterations\": 300},\n", " generator=torch.Generator().manual_seed(1),\n", " quiet=True,\n", ")\n", "found = clobe.gdistance(people.inequality_matrices, run.ordinal_patterns,\n", " universal=clobe.semiorders(4), weight=0.5, frequencies=people.frequencies)\n", "\n", "by_search, by_grid = keys(run.ordinal_patterns), keys(models[\"quadratic\"].inequality_matrices)\n", "grid_g = results.g.quadratic\n", "display(Markdown(\n", " f\"The search finds {len(by_search)} patterns and the grid {len(by_grid)}: {len(by_search & by_grid)} \"\n", " f\"are found by both, {len(by_search - by_grid)} only by the search and {len(by_grid - by_search)} only \"\n", " \"by the grid. Neither is complete: a region of the parameter space that lies between the points of \"\n", " \"the grid is invisible to the grid, however fine it looks, and the search stops after 300 iterations, \"\n", " f\"before it has reached every region. With its patterns, the quadratic model has α = {found.alpha:.3f}, β = {found.beta:.3f} and \"\n", " f\"g = {found.gdistance:.3f}, against g = {grid_g:.3f} from the grid: the model is judged on the \"\n", " \"patterns it can produce, so how they are found matters.\"\n", "))" ] }, { "cell_type": "markdown", "id": "64e00474", "metadata": {}, "source": "## Reference\n\nDome, L., & Wills, A. J. (2025). g-Distance: On the comparison of model and human heterogeneity. *Psychological Review, 132*(3), 632-655. https://doi.org/10.1037/rev0000550" } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.4" } }, "nbformat": 4, "nbformat_minor": 5 }