From ecb91c89d1eb30ad9432a56ce8a0ca6641ce9911 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mikkel=20Elle=20Lepper=C3=B8d?= Date: Wed, 10 Mar 2021 13:57:09 +0100 Subject: [PATCH] actions/calculate-statistics-extra/ --- .../attributes.yaml | 5 + .../data/10_calculate_statistics_extra.html | 13664 ++++++++++++++++ .../data/10_calculate_statistics_extra.ipynb | 458 + .../data/results.csv | 1285 ++ .../modules/parameters.yaml | 14 + 5 files changed, 15426 insertions(+) create mode 100644 actions/calculate-statistics-extra/attributes.yaml create mode 100644 actions/calculate-statistics-extra/data/10_calculate_statistics_extra.html create mode 100644 actions/calculate-statistics-extra/data/10_calculate_statistics_extra.ipynb create mode 100644 actions/calculate-statistics-extra/data/results.csv create mode 100644 actions/calculate-statistics-extra/modules/parameters.yaml diff --git a/actions/calculate-statistics-extra/attributes.yaml b/actions/calculate-statistics-extra/attributes.yaml new file mode 100644 index 000000000..f49a05aa9 --- /dev/null +++ b/actions/calculate-statistics-extra/attributes.yaml @@ -0,0 +1,5 @@ +registered: '2021-02-20T12:44:14' +data: + results: results.csv + notebook: 10_calculate_statistics_extra.ipynb + html: 10_calculate_statistics_extra.html diff --git a/actions/calculate-statistics-extra/data/10_calculate_statistics_extra.html b/actions/calculate-statistics-extra/data/10_calculate_statistics_extra.html new file mode 100644 index 000000000..040da4995 --- /dev/null +++ b/actions/calculate-statistics-extra/data/10_calculate_statistics_extra.html @@ -0,0 +1,13664 @@ + + + + +10_calculate_statistics_extra + + + + + + + + + + + + + + + + + + + + + + + +
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+ +
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+
In [1]:
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+
%load_ext autoreload
+%autoreload 2
+
+ +
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+ +
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+
In [2]:
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+
+
import os
+import expipe
+import pathlib
+import numpy as np
+import spatial_maps.stats as stats
+import septum_mec.analysis.data_processing as dp
+import head_direction.head as head
+import spatial_maps as sp
+import septum_mec.analysis.registration
+import speed_cells.speed as spd
+import septum_mec.analysis.spikes as spikes
+import re
+import joblib
+import multiprocessing
+import shutil
+import psutil
+import pandas as pd
+import matplotlib.pyplot as plt
+import septum_mec
+import scipy.ndimage.measurements
+from distutils.dir_util import copy_tree
+from spike_statistics.core import theta_mod_idx
+
+from tqdm import tqdm_notebook as tqdm
+from tqdm._tqdm_notebook import tqdm_notebook
+tqdm_notebook.pandas()
+
+ +
+
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+ +
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+ + +
+ +
+ + +
+
/home/mikkel/.virtualenvs/expipe/lib/python3.6/site-packages/ipykernel_launcher.py:25: TqdmDeprecationWarning: This function will be removed in tqdm==5.0.0
+Please use `tqdm.notebook.*` instead of `tqdm._tqdm_notebook.*`
+
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+ +
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In [3]:
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max_speed = 1, # m/s only used for speed score
+min_speed = 0.02, # m/s only used for speed score
+position_sampling_rate = 100 # for interpolation
+position_low_pass_frequency = 6 # for low pass filtering of position
+
+box_size = [1.0, 1.0]
+bin_size = 0.02
+smoothing_low = 0.03
+smoothing_high = 0.06
+
+stim_mask = True
+baseline_duration = 600
+
+ +
+
+
+ +
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+
+
In [4]:
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+
project_path = dp.project_path()
+
+project = expipe.get_project(project_path)
+actions = project.actions
+
+ +
+
+
+ +
+
+
+
In [5]:
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+
identify_neurons = actions['identify-neurons']
+units = pd.read_csv(identify_neurons.data_path('units'))
+units.head()
+
+ +
+
+
+ +
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+ + +
+ +
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actionchannel_groupmax_depth_deltamax_dissimilarityunit_idunit_idnumunit_name
01834-010319-101000.05ae0353a9-a406-409e-8ff7-2e940b8af03f3272
11834-010319-101000.057f514d43-17ba-4d88-a390-20eec8bc137832839
21834-010319-301000.05c977aa51-06cc-4d54-9430-a94ad422a03b3291
31834-010319-301000.05bd96a67d-ee7d-4cb6-90ab-a5fa751891b933012
41834-010319-401000.05abc01041-2971-4f62-bf06-5132cf3567373327
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In [6]:
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+
%matplotlib inline
+units.groupby('action').count().unit_name.hist()
+
+ +
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+
+ +
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+ + +
+ +
Out[6]:
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+
<matplotlib.axes._subplots.AxesSubplot at 0x7f9234454cf8>
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In [7]:
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+
data_loader = dp.Data(
+    position_sampling_rate=position_sampling_rate, 
+    position_low_pass_frequency=position_low_pass_frequency,
+    box_size=box_size, bin_size=bin_size, stim_mask=stim_mask, baseline_duration=baseline_duration
+)
+
+ +
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+ +
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In [8]:
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+
first_row = units[units['action'] == '1849-060319-3'].iloc[0]
+#first_row = sessions.iloc[50]
+
+ +
+
+
+ +
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+
In [20]:
+
+
+
def process(row):
+    action_id = row['action']
+    channel_id = row['channel_group']
+    unit_id = row['unit_name']
+    
+    # common values for all units == faster calculations
+    x, y, t, speed = map(data_loader.tracking(action_id).get, ['x', 'y', 't', 'v'])
+#     ang, ang_t = map(data_loader.head_direction(action_id).get, ['a', 't'])
+    
+    occupancy_map = data_loader.occupancy(action_id)
+    xbins, ybins = data_loader.spatial_bins
+    box_size_, bin_size_ = data_loader.box_size_, data_loader.bin_size_
+    prob_dist = data_loader.prob_dist(action_id)
+    
+#     smooth_low_occupancy_map = sp.maps.smooth_map(
+#         occupancy_map, bin_size=bin_size_, smoothing=smoothing_low)
+    smooth_high_occupancy_map = sp.maps.smooth_map(
+        occupancy_map, bin_size=bin_size_, smoothing=smoothing_high)
+            
+    spike_times = data_loader.spike_train(action_id, channel_id, unit_id)
+    if len(spike_times) == 0:
+        result = pd.Series({
+            'spatial_average_rate': np.nan
+        })
+        return result
+
+    # common
+    spike_map = sp.maps._spike_map(x, y, t, spike_times, xbins, ybins)
+
+#     smooth_low_spike_map = sp.maps.smooth_map(spike_map, bin_size=bin_size_, smoothing=smoothing_low)
+    smooth_high_spike_map = sp.maps.smooth_map(spike_map, bin_size=bin_size_, smoothing=smoothing_high)
+
+#     smooth_low_rate_map = smooth_low_spike_map / smooth_low_occupancy_map
+    smooth_high_rate_map = smooth_high_spike_map / smooth_high_occupancy_map
+
+    
+
+    tmp_rate_map = smooth_high_rate_map.copy()
+    tmp_rate_map[np.isnan(tmp_rate_map)] = 0
+    avg_rate = np.sum(np.ravel(tmp_rate_map * prob_dist))
+
+
+    result = pd.Series({
+        'spatial_average_rate': avg_rate
+    })
+    return result
+        
+process(first_row)
+
+ +
+
+
+ +
+
+ + +
+ +
Out[20]:
+ + + + +
+
spatial_average_rate    3.181077
+dtype: float64
+
+ +
+ +
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+ +
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+
In [ ]:
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+
results = units.merge(
+    units.progress_apply(process, axis=1), 
+    left_index=True, right_index=True)
+
+ +
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+ +
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+ + +
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In [ ]:
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output_path = pathlib.Path("output") / "calculate-statistics-extra"
+output_path.mkdir(exist_ok=True)
+
+ +
+
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+ +
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+
In [ ]:
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results.to_csv(output_path / "results.csv", index=False)
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+ +
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+ +
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+
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+

Store results in Expipe action

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In [ ]:
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statistics_action = project.require_action("calculate-statistics-extra")
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+ +
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+ +
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In [ ]:
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statistics_action.data["results"] = "results.csv"
+copy_tree(output_path, str(statistics_action.data_path()))
+
+ +
+
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+ +
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In [ ]:
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statistics_action.modules['parameters'] = {
+    'max_speed': max_speed,
+    'min_speed': min_speed,
+    'position_sampling_rate': position_sampling_rate,
+    'position_low_pass_frequency': position_low_pass_frequency,
+    'box_size': box_size,
+    'bin_size': bin_size,
+    'smoothing_low': smoothing_low,
+    'smoothing_high': smoothing_high,
+    'stim_mask': stim_mask,
+    'baseline_duration': baseline_duration
+}
+
+ +
+
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+ +
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+
In [ ]:
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septum_mec.analysis.registration.store_notebook(statistics_action, "10_calculate_statistics_extra.ipynb")
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In [ ]:
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+
 
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+ + + + + + diff --git a/actions/calculate-statistics-extra/data/10_calculate_statistics_extra.ipynb b/actions/calculate-statistics-extra/data/10_calculate_statistics_extra.ipynb new file mode 100644 index 000000000..979489c63 --- /dev/null +++ b/actions/calculate-statistics-extra/data/10_calculate_statistics_extra.ipynb @@ -0,0 +1,458 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/mikkel/.virtualenvs/expipe/lib/python3.6/site-packages/ipykernel_launcher.py:25: TqdmDeprecationWarning: This function will be removed in tqdm==5.0.0\n", + "Please use `tqdm.notebook.*` instead of `tqdm._tqdm_notebook.*`\n" + ] + } + ], + "source": [ + "import os\n", + "import expipe\n", + "import pathlib\n", + "import numpy as np\n", + "import spatial_maps.stats as stats\n", + "import septum_mec.analysis.data_processing as dp\n", + "import head_direction.head as head\n", + "import spatial_maps as sp\n", + "import septum_mec.analysis.registration\n", + "import speed_cells.speed as spd\n", + "import septum_mec.analysis.spikes as spikes\n", + "import re\n", + "import joblib\n", + "import multiprocessing\n", + "import shutil\n", + "import psutil\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import septum_mec\n", + "import scipy.ndimage.measurements\n", + "from distutils.dir_util import copy_tree\n", + "from spike_statistics.core import theta_mod_idx\n", + "\n", + "from tqdm import tqdm_notebook as tqdm\n", + "from tqdm._tqdm_notebook import tqdm_notebook\n", + "tqdm_notebook.pandas()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "max_speed = 1, # m/s only used for speed score\n", + "min_speed = 0.02, # m/s only used for speed score\n", + "position_sampling_rate = 100 # for interpolation\n", + "position_low_pass_frequency = 6 # for low pass filtering of position\n", + "\n", + "box_size = [1.0, 1.0]\n", + "bin_size = 0.02\n", + "smoothing_low = 0.03\n", + "smoothing_high = 0.06\n", + "\n", + "stim_mask = True\n", + "baseline_duration = 600" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "project_path = dp.project_path()\n", + "\n", + "project = expipe.get_project(project_path)\n", + "actions = project.actions" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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actionchannel_groupmax_depth_deltamax_dissimilarityunit_idunit_idnumunit_name
01834-010319-101000.05ae0353a9-a406-409e-8ff7-2e940b8af03f3272
11834-010319-101000.057f514d43-17ba-4d88-a390-20eec8bc137832839
21834-010319-301000.05c977aa51-06cc-4d54-9430-a94ad422a03b3291
31834-010319-301000.05bd96a67d-ee7d-4cb6-90ab-a5fa751891b933012
41834-010319-401000.05abc01041-2971-4f62-bf06-5132cf3567373327
\n", + "
" + ], + "text/plain": [ + " action channel_group max_depth_delta max_dissimilarity \\\n", + "0 1834-010319-1 0 100 0.05 \n", + "1 1834-010319-1 0 100 0.05 \n", + "2 1834-010319-3 0 100 0.05 \n", + "3 1834-010319-3 0 100 0.05 \n", + "4 1834-010319-4 0 100 0.05 \n", + "\n", + " unit_id unit_idnum unit_name \n", + "0 ae0353a9-a406-409e-8ff7-2e940b8af03f 327 2 \n", + "1 7f514d43-17ba-4d88-a390-20eec8bc1378 328 39 \n", + "2 c977aa51-06cc-4d54-9430-a94ad422a03b 329 1 \n", + "3 bd96a67d-ee7d-4cb6-90ab-a5fa751891b9 330 12 \n", + "4 abc01041-2971-4f62-bf06-5132cf356737 332 7 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "identify_neurons = actions['identify-neurons']\n", + "units = pd.read_csv(identify_neurons.data_path('units'))\n", + "units.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "units.groupby('action').count().unit_name.hist()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "data_loader = dp.Data(\n", + " position_sampling_rate=position_sampling_rate, \n", + " position_low_pass_frequency=position_low_pass_frequency,\n", + " box_size=box_size, bin_size=bin_size, stim_mask=stim_mask, baseline_duration=baseline_duration\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "first_row = units[units['action'] == '1849-060319-3'].iloc[0]\n", + "#first_row = sessions.iloc[50]" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "spatial_average_rate 3.181077\n", + "dtype: float64" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def process(row):\n", + " action_id = row['action']\n", + " channel_id = row['channel_group']\n", + " unit_id = row['unit_name']\n", + " \n", + " # common values for all units == faster calculations\n", + " x, y, t, speed = map(data_loader.tracking(action_id).get, ['x', 'y', 't', 'v'])\n", + "# ang, ang_t = map(data_loader.head_direction(action_id).get, ['a', 't'])\n", + " \n", + " occupancy_map = data_loader.occupancy(action_id)\n", + " xbins, ybins = data_loader.spatial_bins\n", + " box_size_, bin_size_ = data_loader.box_size_, data_loader.bin_size_\n", + " prob_dist = data_loader.prob_dist(action_id)\n", + " \n", + "# smooth_low_occupancy_map = sp.maps.smooth_map(\n", + "# occupancy_map, bin_size=bin_size_, smoothing=smoothing_low)\n", + " smooth_high_occupancy_map = sp.maps.smooth_map(\n", + " occupancy_map, bin_size=bin_size_, smoothing=smoothing_high)\n", + " \n", + " spike_times = data_loader.spike_train(action_id, channel_id, unit_id)\n", + " if len(spike_times) == 0:\n", + " result = pd.Series({\n", + " 'spatial_average_rate': np.nan\n", + " })\n", + " return result\n", + "\n", + " # common\n", + " spike_map = sp.maps._spike_map(x, y, t, spike_times, xbins, ybins)\n", + "\n", + "# smooth_low_spike_map = sp.maps.smooth_map(spike_map, bin_size=bin_size_, smoothing=smoothing_low)\n", + " smooth_high_spike_map = sp.maps.smooth_map(spike_map, bin_size=bin_size_, smoothing=smoothing_high)\n", + "\n", + "# smooth_low_rate_map = smooth_low_spike_map / smooth_low_occupancy_map\n", + " smooth_high_rate_map = smooth_high_spike_map / smooth_high_occupancy_map\n", + "\n", + " \n", + "\n", + " tmp_rate_map = smooth_high_rate_map.copy()\n", + " tmp_rate_map[np.isnan(tmp_rate_map)] = 0\n", + " avg_rate = np.sum(np.ravel(tmp_rate_map * prob_dist))\n", + "\n", + "\n", + " result = pd.Series({\n", + " 'spatial_average_rate': avg_rate\n", + " })\n", + " return result\n", + " \n", + "process(first_row)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "8baa6ab9462541b6bcdf6c14c208eeb1", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(IntProgress(value=0, max=1284), HTML(value='')))" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "results = units.merge(\n", + " units.progress_apply(process, axis=1), \n", + " left_index=True, right_index=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "output_path = pathlib.Path(\"output\") / \"calculate-statistics-extra\"\n", + "output_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "results.to_csv(output_path / \"results.csv\", index=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Store results in Expipe action" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "statistics_action = project.require_action(\"calculate-statistics-extra\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "statistics_action.data[\"results\"] = \"results.csv\"\n", + "copy_tree(output_path, str(statistics_action.data_path()))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "statistics_action.modules['parameters'] = {\n", + " 'max_speed': max_speed,\n", + " 'min_speed': min_speed,\n", + " 'position_sampling_rate': position_sampling_rate,\n", + " 'position_low_pass_frequency': position_low_pass_frequency,\n", + " 'box_size': box_size,\n", + " 'bin_size': bin_size,\n", + " 'smoothing_low': smoothing_low,\n", + " 'smoothing_high': smoothing_high,\n", + " 'stim_mask': stim_mask,\n", + " 'baseline_duration': baseline_duration\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "septum_mec.analysis.registration.store_notebook(statistics_action, \"10_calculate_statistics_extra.ipynb\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/actions/calculate-statistics-extra/data/results.csv b/actions/calculate-statistics-extra/data/results.csv new file mode 100644 index 000000000..623cde08e --- /dev/null +++ b/actions/calculate-statistics-extra/data/results.csv @@ -0,0 +1,1285 @@ +action,channel_group,max_depth_delta,max_dissimilarity,unit_id,unit_idnum,unit_name,spatial_average_rate +1834-010319-1,0,100,0.05,ae0353a9-a406-409e-8ff7-2e940b8af03f,327,2,30.72229644027213 +1834-010319-1,0,100,0.05,7f514d43-17ba-4d88-a390-20eec8bc1378,328,39,1.413880438068115 +1834-010319-3,0,100,0.05,c977aa51-06cc-4d54-9430-a94ad422a03b,329,1,20.486154763979997 +1834-010319-3,0,100,0.05,bd96a67d-ee7d-4cb6-90ab-a5fa751891b9,330,12,15.488157221862322 +1834-010319-4,0,100,0.05,abc01041-2971-4f62-bf06-5132cf356737,332,7,18.547195424203245 +1834-110319-3,0,100,0.05,abc01041-2971-4f62-bf06-5132cf356737,332,101,30.685471338637164 +1834-060319-1,0,100,0.05,abc01041-2971-4f62-bf06-5132cf356737,332,7,23.555860270941977 +1834-110319-2,0,100,0.05,abc01041-2971-4f62-bf06-5132cf356737,332,108,22.099285596865982 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a/actions/calculate-statistics-extra/modules/parameters.yaml b/actions/calculate-statistics-extra/modules/parameters.yaml new file mode 100644 index 000000000..dc3e3c1e0 --- /dev/null +++ b/actions/calculate-statistics-extra/modules/parameters.yaml @@ -0,0 +1,14 @@ +max_speed: +- 1 +min_speed: +- 0.02 +position_sampling_rate: 100 +position_low_pass_frequency: 6 +box_size: +- 1.0 +- 1.0 +bin_size: 0.02 +smoothing_low: 0.03 +smoothing_high: 0.06 +stim_mask: true +baseline_duration: 600