{ "cells": [ { "cell_type": "code", "execution_count": 110, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import os.path as op\n", "import os\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "from datetime import datetime\n", "import matplotlib\n", "\n", "from definitions import RESULTS_FOLDER, FIGURE_FOLDER, ROOT_FOLDER\n", "%matplotlib notebook" ] }, { "cell_type": "code", "execution_count": 107, "metadata": {}, "outputs": [], "source": [ "results_folder = op.join(RESULTS_FOLDER, 'plusmaze_deval')\n", "figure_folder = op.join(ROOT_FOLDER, 'figures', 'plusmaze_deval')\n", "if not op.exists(figure_folder):\n", " os.makedirs(figure_folder)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "control_results = pd.read_csv(op.join(results_folder, 'control', 'summary.csv'))\n", "control_results['group'] = 'control'\n", "hpc_lesion_results = pd.read_csv(op.join(results_folder, 'inactivate_HPC', 'summary.csv'))\n", "hpc_lesion_results['group'] = 'HPC'" ] }, { "cell_type": "code", "execution_count": 119, "metadata": {}, "outputs": [], "source": [ "def label_trial(row):\n", " if row['trial'] == 27.:\n", " return 'Non-deval'\n", " elif row['trial'] == 29.:\n", " return 'Deval'" ] }, { "cell_type": "code", "execution_count": 120, "metadata": {}, "outputs": [], "source": [ "control_results['condition'] = control_results.apply(lambda row: label_trial(row), axis=1)\n", "hpc_lesion_results['condition'] = hpc_lesion_results.apply(lambda row: label_trial(row), axis=1)" ] }, { "cell_type": "code", "execution_count": 121, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Unnamed: 0agentgroupscoretrialcondition
000.0controlplace27.0Non-deval
110.0controlresponse29.0Deval
221.0controlplace27.0Non-deval
331.0controlresponse29.0Deval
442.0controlresponse27.0Non-deval
552.0controlplace29.0Deval
663.0controlplace27.0Non-deval
773.0controlresponse29.0Deval
884.0controlresponse27.0Non-deval
994.0controlresponse29.0Deval
10105.0controlplace27.0Non-deval
11115.0controlresponse29.0Deval
12126.0controlplace27.0Non-deval
13136.0controlresponse29.0Deval
14147.0controlresponse27.0Non-deval
15157.0controlresponse29.0Deval
16168.0controlresponse27.0Non-deval
17178.0controlresponse29.0Deval
18189.0controlresponse27.0Non-deval
19199.0controlresponse29.0Deval
202010.0controlplace27.0Non-deval
212110.0controlresponse29.0Deval
222211.0controlresponse27.0Non-deval
232311.0controlplace29.0Deval
242412.0controlresponse27.0Non-deval
252512.0controlresponse29.0Deval
262613.0controlresponse27.0Non-deval
272713.0controlresponse29.0Deval
282814.0controlplace27.0Non-deval
292914.0controlplace29.0Deval
303015.0controlplace27.0Non-deval
313115.0controlresponse29.0Deval
323216.0controlresponse27.0Non-deval
333316.0controlresponse29.0Deval
343417.0controlplace27.0Non-deval
353517.0controlresponse29.0Deval
363618.0controlplace27.0Non-deval
373718.0controlresponse29.0Deval
383819.0controlplace27.0Non-deval
393919.0controlplace29.0Deval
\n", "
" ], "text/plain": [ " Unnamed: 0 agent group score trial condition\n", "0 0 0.0 control place 27.0 Non-deval\n", "1 1 0.0 control response 29.0 Deval\n", "2 2 1.0 control place 27.0 Non-deval\n", "3 3 1.0 control response 29.0 Deval\n", "4 4 2.0 control response 27.0 Non-deval\n", "5 5 2.0 control place 29.0 Deval\n", "6 6 3.0 control place 27.0 Non-deval\n", "7 7 3.0 control response 29.0 Deval\n", "8 8 4.0 control response 27.0 Non-deval\n", "9 9 4.0 control response 29.0 Deval\n", "10 10 5.0 control place 27.0 Non-deval\n", "11 11 5.0 control response 29.0 Deval\n", "12 12 6.0 control place 27.0 Non-deval\n", "13 13 6.0 control response 29.0 Deval\n", "14 14 7.0 control response 27.0 Non-deval\n", "15 15 7.0 control response 29.0 Deval\n", "16 16 8.0 control response 27.0 Non-deval\n", "17 17 8.0 control response 29.0 Deval\n", "18 18 9.0 control response 27.0 Non-deval\n", "19 19 9.0 control response 29.0 Deval\n", "20 20 10.0 control place 27.0 Non-deval\n", "21 21 10.0 control response 29.0 Deval\n", "22 22 11.0 control response 27.0 Non-deval\n", "23 23 11.0 control place 29.0 Deval\n", "24 24 12.0 control response 27.0 Non-deval\n", "25 25 12.0 control response 29.0 Deval\n", "26 26 13.0 control response 27.0 Non-deval\n", "27 27 13.0 control response 29.0 Deval\n", "28 28 14.0 control place 27.0 Non-deval\n", "29 29 14.0 control place 29.0 Deval\n", "30 30 15.0 control place 27.0 Non-deval\n", "31 31 15.0 control response 29.0 Deval\n", "32 32 16.0 control response 27.0 Non-deval\n", "33 33 16.0 control response 29.0 Deval\n", "34 34 17.0 control place 27.0 Non-deval\n", "35 35 17.0 control response 29.0 Deval\n", "36 36 18.0 control place 27.0 Non-deval\n", "37 37 18.0 control response 29.0 Deval\n", "38 38 19.0 control place 27.0 Non-deval\n", "39 39 19.0 control place 29.0 Deval" ] }, "execution_count": 121, "metadata": {}, "output_type": "execute_result" } ], "source": [ "control_results" ] }, { "cell_type": "code", "execution_count": 122, "metadata": {}, "outputs": [], "source": [ "ctrl_numbers = control_results.pivot_table(index=['condition', 'score'],aggfunc=len).reset_index().sort_values(by='condition',ascending=False)\n", "les_numbers = hpc_lesion_results.pivot_table(index=['condition', 'score'],aggfunc=len).reset_index().sort_values(by='condition',ascending=False)" ] }, { "cell_type": "code", "execution_count": 146, "metadata": {}, "outputs": [ { "data": { "application/javascript": [ "/* Put everything inside the global mpl namespace */\n", "window.mpl = {};\n", "\n", "\n", "mpl.get_websocket_type = function() {\n", " if (typeof(WebSocket) !== 'undefined') {\n", " return WebSocket;\n", " } else if (typeof(MozWebSocket) !== 'undefined') {\n", " return MozWebSocket;\n", " } else {\n", " alert('Your browser does not have WebSocket support.' +\n", " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", " 'Firefox 4 and 5 are also supported but you ' +\n", " 'have to enable WebSockets in about:config.');\n", " };\n", "}\n", "\n", "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", " this.id = figure_id;\n", "\n", " this.ws = websocket;\n", "\n", " this.supports_binary = (this.ws.binaryType != undefined);\n", "\n", " if (!this.supports_binary) {\n", " var warnings = document.getElementById(\"mpl-warnings\");\n", " if (warnings) {\n", " warnings.style.display = 'block';\n", " warnings.textContent = (\n", " \"This browser does not support binary websocket messages. \" +\n", " \"Performance may be slow.\");\n", " }\n", " }\n", "\n", " this.imageObj = new Image();\n", "\n", " this.context = undefined;\n", " this.message = undefined;\n", " this.canvas = undefined;\n", " this.rubberband_canvas = undefined;\n", " this.rubberband_context = undefined;\n", " this.format_dropdown = undefined;\n", "\n", " this.image_mode = 'full';\n", "\n", " this.root = $('
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