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https://doi.org/10.5281/zenodo.3597474
27 August 2025, 14:32:56 UTC
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    kilosort4.ipynb
    {
      "cells": [
        {
          "cell_type": "markdown",
          "metadata": {
            "colab_type": "text",
            "id": "view-in-github"
          },
          "source": [
            "<a href=\"https://colab.research.google.com/github/MouseLand/Kilosort/blob/main/docs/tutorials/kilosort4.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
          ]
        },
        {
          "cell_type": "markdown",
          "metadata": {
            "id": "STjpmr8dKW2W"
          },
          "source": [
            "## Setup\n",
            "\n",
            "First make sure you are connected to a runtime with a GPU. Click `Runtime` in the File menu and click `Change runtime type` and set the Hardware Accelerator to be GPU.\n",
            "\n",
            "### 1. Download example data\n",
            "\n",
            "This is an example electrophysiological recording from the International Brain Laboratory, recorded using a Neuropixels 1.0 probe (all data [here](https://ibl.flatironinstitute.org/public/), note to use their full datasets you will need to decompress them with [`mtscomp`](https://github.com/int-brain-lab/mtscomp)). The full recording is over 4000 seconds long, and the cropped recording is 90 seconds long.\n",
            "\n",
            "Downloading the cropped recording will take around 3 minutes in google colab. If it fails, please try again (press play again), it sometimes hangs.\n",
            "\n",
            "You can alternatively use any bin file and upload to google drive to access in the notebook. (mount google drive, then look in `/content/drive/MyDrive/`)."
          ]
        },
        {
          "cell_type": "code",
          "execution_count": null,
          "metadata": {
            "colab": {
              "base_uri": "https://localhost:8080/"
            },
            "id": "NUY7Tz1VKRM9",
            "outputId": "0528ff85-8bf9-4641-c28b-35f8a6d16eb5"
          },
          "outputs": [
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "ZFM-02370_mini.imec0.ap.bin: 2.08GB [02:34, 13.4MB/s]\n"
              ]
            }
          ],
          "source": [
            "import urllib.request\n",
            "from tqdm import tqdm\n",
            "import zipfile\n",
            "from pathlib import Path\n",
            "\n",
            "class DownloadProgressBar(tqdm):\n",
            "    \"\"\" from https://stackoverflow.com/a/53877507 \"\"\"\n",
            "    def update_to(self, b=1, bsize=1, tsize=None):\n",
            "        if tsize is not None:\n",
            "            self.total = tsize\n",
            "        self.update(b * bsize - self.n)\n",
            "\n",
            "def download_url(url, output_path):\n",
            "    # Download zip-compressed data file.\n",
            "    zip_file = Path(output_path).with_suffix('.zip')\n",
            "    with DownloadProgressBar(unit='B', unit_scale=True,\n",
            "                             miniters=1, desc=url.split('/')[-1]) as t:\n",
            "        urllib.request.urlretrieve(url, filename=zip_file, reporthook=t.update_to)\n",
            "    # Unzip to specified `output_path`.\n",
            "    with zipfile.ZipFile(zip_file, \"r\") as zip_ref:\n",
            "        zip_ref.extractall(output_path.parent)\n",
            "    # Remove zip archive after unzipping.\n",
            "    zip_file.unlink()\n",
            "\n",
            "## FULL DATASET (download locally then decompress)\n",
            "# compressed using mtscomp (https://github.com/int-brain-lab/mtscomp)\n",
            "# URL = 'https://ibl.flatironinstitute.org/public/mainenlab/Subjects/ZFM-02370/2021-04-28/001/raw_ephys_data/probe00/_spikeglx_ephysData_g0_t0.imec0.ap.e510da60-53e0-4e00-b369-3ea16c45623a.cbin'\n",
            "\n",
            "## CROPPED DATASET\n",
            "URL = 'https://osf.io/download/67effd64f74150d8738b7f34/'\n",
            "download_url(URL, Path.home())"
          ]
        },
        {
          "cell_type": "markdown",
          "metadata": {
            "id": "zKk1e7HiKZaE"
          },
          "source": [
            "### 2. Install kilosort and download probe maps"
          ]
        },
        {
          "cell_type": "code",
          "execution_count": null,
          "metadata": {
            "colab": {
              "base_uri": "https://localhost:8080/"
            },
            "id": "Pp5n-53GwnQi",
            "outputId": "64536854-5a5e-48e1-d893-2f6af1e912e3"
          },
          "outputs": [
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "Collecting kilosort\n",
                "  Downloading kilosort-4.0-py3-none-any.whl (112 kB)\n",
                "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m112.7/112.7 kB\u001b[0m \u001b[31m3.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
                "\u001b[?25hRequirement already satisfied: numpy>=1.20.0 in /usr/local/lib/python3.10/dist-packages (from kilosort) (1.25.2)\n",
                "Requirement already satisfied: scipy in /usr/local/lib/python3.10/dist-packages (from kilosort) (1.11.4)\n",
                "Requirement already satisfied: scikit-learn in /usr/local/lib/python3.10/dist-packages (from kilosort) (1.2.2)\n",
                "Requirement already satisfied: tqdm in /usr/local/lib/python3.10/dist-packages (from kilosort) (4.66.2)\n",
                "Requirement already satisfied: torch>=1.6 in /usr/local/lib/python3.10/dist-packages (from kilosort) (2.1.0+cu121)\n",
                "Requirement already satisfied: numba in /usr/local/lib/python3.10/dist-packages (from kilosort) (0.58.1)\n",
                "Collecting faiss-cpu (from kilosort)\n",
                "  Downloading faiss_cpu-1.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (27.0 MB)\n",
                "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m27.0/27.0 MB\u001b[0m \u001b[31m47.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
                "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch>=1.6->kilosort) (3.13.1)\n",
                "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch>=1.6->kilosort) (4.10.0)\n",
                "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch>=1.6->kilosort) (1.12)\n",
                "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch>=1.6->kilosort) (3.2.1)\n",
                "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch>=1.6->kilosort) (3.1.3)\n",
                "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch>=1.6->kilosort) (2023.6.0)\n",
                "Requirement already satisfied: triton==2.1.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.6->kilosort) (2.1.0)\n",
                "Requirement already satisfied: llvmlite<0.42,>=0.41.0dev0 in /usr/local/lib/python3.10/dist-packages (from numba->kilosort) (0.41.1)\n",
                "Requirement already satisfied: joblib>=1.1.1 in /usr/local/lib/python3.10/dist-packages (from scikit-learn->kilosort) (1.3.2)\n",
                "Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from scikit-learn->kilosort) (3.3.0)\n",
                "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch>=1.6->kilosort) (2.1.5)\n",
                "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.6->kilosort) (1.3.0)\n",
                "Installing collected packages: faiss-cpu, kilosort\n",
                "Successfully installed faiss-cpu-1.8.0 kilosort-4.0\n"
              ]
            }
          ],
          "source": [
            "!pip install kilosort"
          ]
        },
        {
          "cell_type": "code",
          "execution_count": 1,
          "metadata": {
            "id": "bqKzunXzyfo5"
          },
          "outputs": [],
          "source": [
            "# download channel maps for probes\n",
            "from kilosort.utils import download_probes\n",
            "download_probes()"
          ]
        },
        {
          "cell_type": "markdown",
          "metadata": {
            "id": "41r6es63KjHT"
          },
          "source": [
            "## Run kilosort"
          ]
        },
        {
          "cell_type": "code",
          "execution_count": null,
          "metadata": {
            "colab": {
              "base_uri": "https://localhost:8080/"
            },
            "id": "6uu1KnaiF52_",
            "outputId": "852e4273-7d8e-449a-f144-815c2ba601d4"
          },
          "outputs": [
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "Downloading: \"https://www.kilosort.org/downloads/neuropixPhase3A_kilosortChanMap.mat\" to /root/.kilosort/probes/neuropixPhase3A_kilosortChanMap.mat\n",
                "\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 2.02k/2.02k [00:00<00:00, 5.69MB/s]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "Downloading: \"https://www.kilosort.org/downloads/neuropixPhase3B1_kilosortChanMap.mat\" to /root/.kilosort/probes/neuropixPhase3B1_kilosortChanMap.mat\n",
                "\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 2.03k/2.03k [00:00<00:00, 2.26MB/s]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "Downloading: \"https://www.kilosort.org/downloads/neuropixPhase3B2_kilosortChanMap.mat\" to /root/.kilosort/probes/neuropixPhase3B2_kilosortChanMap.mat\n",
                "\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 2.02k/2.02k [00:00<00:00, 7.28MB/s]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "Downloading: \"https://www.kilosort.org/downloads/NP2_kilosortChanMap.mat\" to /root/.kilosort/probes/NP2_kilosortChanMap.mat\n",
                "\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 2.00k/2.00k [00:00<00:00, 2.28MB/s]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "Downloading: \"https://www.kilosort.org/downloads/Linear16x1_kilosortChanMap.mat\" to /root/.kilosort/probes/Linear16x1_kilosortChanMap.mat\n",
                "\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 555/555 [00:00<00:00, 1.71MB/s]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "Interpreting binary file as default dtype='int16'. If data was saved in a different format, specify `data_dtype`.\n",
                "Using GPU for PyTorch computations. Specify `device` to change this.\n",
                "sorting /content/ZFM-02370_mini.imec0.ap.bin\n",
                "using probe neuropixPhase3B1_kilosortChanMap.mat\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "/usr/local/lib/python3.10/dist-packages/kilosort/io.py:497: UserWarning: The given NumPy array is not writable, and PyTorch does not support non-writable tensors. This means writing to this tensor will result in undefined behavior. You may want to copy the array to protect its data or make it writable before converting it to a tensor. This type of warning will be suppressed for the rest of this program. (Triggered internally at ../torch/csrc/utils/tensor_numpy.cpp:206.)\n",
                "  X[:, self.nt : self.nt+nsamp] = torch.from_numpy(data).to(self.device).float()\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "Preprocessing filters computed in  1.50s; total  1.51s\n",
                "\n",
                "computing drift\n",
                "Re-computing universal templates from data.\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 45/45 [00:54<00:00,  1.22s/it]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "drift computed in  56.40s; total  57.91s\n",
                "\n",
                "Extracting spikes using templates\n",
                "Re-computing universal templates from data.\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 45/45 [00:58<00:00,  1.30s/it]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "197494 spikes extracted in  59.16s; total  117.08s\n",
                "\n",
                "First clustering\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 96/96 [00:27<00:00,  3.53it/s]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "447 clusters found, in  27.48s; total  144.55s\n",
                "\n",
                "Extracting spikes using cluster waveforms\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 45/45 [00:17<00:00,  2.55it/s]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "290888 spikes extracted in  17.93s; total  162.49s\n",
                "\n",
                "Final clustering\n"
              ]
            },
            {
              "name": "stderr",
              "output_type": "stream",
              "text": [
                "100%|██████████| 96/96 [00:30<00:00,  3.17it/s]\n"
              ]
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "416 clusters found, in  30.28s; total  192.77s\n",
                "\n",
                "Merging clusters\n",
                "405 units found, in  0.72s; total  193.49s\n",
                "\n",
                "Saving to phy and computing refractory periods\n",
                "259 units found with good refractory periods\n",
                "\n",
                "Total runtime: 194.90s = 00:03:14 h:m:s\n"
              ]
            }
          ],
          "source": [
            "from kilosort import run_kilosort, DEFAULT_SETTINGS\n",
            "\n",
            "settings = DEFAULT_SETTINGS\n",
            "# ( path to drive if mounted: /content/drive/MyDrive/ )\n",
            "settings['data_dir'] = '/content/'\n",
            "settings['n_chan_bin'] = 385\n",
            "\n",
            "ops, st, clu, tF, Wall, similar_templates, is_ref, est_contam_rate, kept_spikes = \\\n",
            "    run_kilosort(settings=settings, probe_name='NeuroPix1_default.mat')"
          ]
        },
        {
          "cell_type": "markdown",
          "metadata": {
            "id": "xLQ-2A9_i7Kr"
          },
          "source": [
            "### Plot outputs of algorithm\n",
            "\n",
            "You can also download the `kilosort4` folder with the outputs, and open it in [**phy**](https://github.com/cortex-lab/phy) to view the results."
          ]
        },
        {
          "cell_type": "markdown",
          "metadata": {
            "id": "TN55IgBCzYBr"
          },
          "source": [
            "load in outputs"
          ]
        },
        {
          "cell_type": "code",
          "execution_count": null,
          "metadata": {
            "id": "MnOtna6Vlx8S"
          },
          "outputs": [],
          "source": [
            "import numpy as np\n",
            "import pandas as pd\n",
            "from pathlib import Path\n",
            "\n",
            "# outputs saved to results_dir\n",
            "results_dir = Path(settings['data_dir']).joinpath('kilosort4')\n",
            "ops = np.load(results_dir / 'ops.npy', allow_pickle=True).item()\n",
            "camps = pd.read_csv(results_dir / 'cluster_Amplitude.tsv', sep='\\t')['Amplitude'].values\n",
            "contam_pct = pd.read_csv(results_dir / 'cluster_ContamPct.tsv', sep='\\t')['ContamPct'].values\n",
            "chan_map =  np.load(results_dir / 'channel_map.npy')\n",
            "templates =  np.load(results_dir / 'templates.npy')\n",
            "chan_best = (templates**2).sum(axis=1).argmax(axis=-1)\n",
            "chan_best = chan_map[chan_best]\n",
            "amplitudes = np.load(results_dir / 'amplitudes.npy')\n",
            "st = np.load(results_dir / 'spike_times.npy')\n",
            "clu = np.load(results_dir / 'spike_clusters.npy')\n",
            "firing_rates = np.unique(clu, return_counts=True)[1] * 30000 / st.max()\n",
            "dshift = ops['dshift']"
          ]
        },
        {
          "cell_type": "markdown",
          "metadata": {
            "id": "5n8PGGivzfjz"
          },
          "source": [
            "plot outputs"
          ]
        },
        {
          "cell_type": "code",
          "execution_count": null,
          "metadata": {
            "colab": {
              "base_uri": "https://localhost:8080/",
              "height": 340
            },
            "id": "Fu4REqQ0t4Zl",
            "outputId": "3cc76c0a-c5fe-465a-976b-a4c5ff1235cd"
          },
          "outputs": [
            {
              "data": {
                "image/png": 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",
                "text/plain": [
                  "<Figure size 1000x1000 with 7 Axes>"
                ]
              },
              "metadata": {},
              "output_type": "display_data"
            }
          ],
          "source": [
            "%matplotlib inline\n",
            "import matplotlib.pyplot as plt\n",
            "from matplotlib import gridspec, rcParams\n",
            "rcParams['axes.spines.top'] = False\n",
            "rcParams['axes.spines.right'] = False\n",
            "gray = .5 * np.ones(3)\n",
            "\n",
            "fig = plt.figure(figsize=(10,10), dpi=100)\n",
            "grid = gridspec.GridSpec(3, 3, figure=fig, hspace=0.5, wspace=0.5)\n",
            "\n",
            "ax = fig.add_subplot(grid[0,0])\n",
            "ax.plot(np.arange(0, ops['Nbatches'])*2, dshift);\n",
            "ax.set_xlabel('time (sec.)')\n",
            "ax.set_ylabel('drift (um)')\n",
            "\n",
            "ax = fig.add_subplot(grid[0,1:])\n",
            "t0 = 0\n",
            "t1 = np.nonzero(st > ops['fs']*5)[0][0]\n",
            "ax.scatter(st[t0:t1]/30000., chan_best[clu[t0:t1]], s=0.5, color='k', alpha=0.25)\n",
            "ax.set_xlim([0, 5])\n",
            "ax.set_ylim([chan_map.max(), 0])\n",
            "ax.set_xlabel('time (sec.)')\n",
            "ax.set_ylabel('channel')\n",
            "ax.set_title('spikes from units')\n",
            "\n",
            "ax = fig.add_subplot(grid[1,0])\n",
            "nb=ax.hist(firing_rates, 20, color=gray)\n",
            "ax.set_xlabel('firing rate (Hz)')\n",
            "ax.set_ylabel('# of units')\n",
            "\n",
            "ax = fig.add_subplot(grid[1,1])\n",
            "nb=ax.hist(camps, 20, color=gray)\n",
            "ax.set_xlabel('amplitude')\n",
            "ax.set_ylabel('# of units')\n",
            "\n",
            "ax = fig.add_subplot(grid[1,2])\n",
            "nb=ax.hist(np.minimum(100, contam_pct), np.arange(0,105,5), color=gray)\n",
            "ax.plot([10, 10], [0, nb[0].max()], 'k--')\n",
            "ax.set_xlabel('% contamination')\n",
            "ax.set_ylabel('# of units')\n",
            "ax.set_title('< 10% = good units')\n",
            "\n",
            "for k in range(2):\n",
            "    ax = fig.add_subplot(grid[2,k])\n",
            "    is_ref = contam_pct<10.\n",
            "    ax.scatter(firing_rates[~is_ref], camps[~is_ref], s=3, color='r', label='mua', alpha=0.25)\n",
            "    ax.scatter(firing_rates[is_ref], camps[is_ref], s=3, color='b', label='good', alpha=0.25)\n",
            "    ax.set_ylabel('amplitude (a.u.)')\n",
            "    ax.set_xlabel('firing rate (Hz)')\n",
            "    ax.legend()\n",
            "    if k==1:\n",
            "        ax.set_xscale('log')\n",
            "        ax.set_yscale('log')\n",
            "        ax.set_title('loglog')"
          ]
        },
        {
          "cell_type": "code",
          "execution_count": null,
          "metadata": {
            "colab": {
              "base_uri": "https://localhost:8080/",
              "height": 290
            },
            "id": "qP5nzDMbjiO8",
            "outputId": "2f479807-394a-44c8-fb22-0dc2cd74c71b"
          },
          "outputs": [
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "~~~~~~~~~~~~~~ good units ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n",
                "title = number of spikes from each unit\n"
              ]
            },
            {
              "data": {
                "image/png": 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",
                "text/plain": [
                  "<Figure size 1800x450 with 40 Axes>"
                ]
              },
              "metadata": {},
              "output_type": "display_data"
            },
            {
              "name": "stdout",
              "output_type": "stream",
              "text": [
                "~~~~~~~~~~~~~~ mua units ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n",
                "title = number of spikes from each unit\n"
              ]
            },
            {
              "data": {
                "image/png": 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                "text/plain": [
                  "<Figure size 1800x450 with 40 Axes>"
                ]
              },
              "metadata": {},
              "output_type": "display_data"
            }
          ],
          "source": [
            "probe = ops['probe']\n",
            "# x and y position of probe sites\n",
            "xc, yc = probe['xc'], probe['yc']\n",
            "nc = 16 # number of channels to show\n",
            "good_units = np.nonzero(contam_pct <= 0.1)[0]\n",
            "mua_units = np.nonzero(contam_pct > 0.1)[0]\n",
            "\n",
            "\n",
            "gstr = ['good', 'mua']\n",
            "for j in range(2):\n",
            "    print(f'~~~~~~~~~~~~~~ {gstr[j]} units ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~')\n",
            "    print('title = number of spikes from each unit')\n",
            "    units = good_units if j==0 else mua_units\n",
            "    fig = plt.figure(figsize=(12,3), dpi=150)\n",
            "    grid = gridspec.GridSpec(2,20, figure=fig, hspace=0.25, wspace=0.5)\n",
            "\n",
            "    for k in range(40):\n",
            "        wi = units[np.random.randint(len(units))]\n",
            "        wv = templates[wi].copy()\n",
            "        cb = chan_best[wi]\n",
            "        nsp = (clu==wi).sum()\n",
            "\n",
            "        ax = fig.add_subplot(grid[k//20, k%20])\n",
            "        n_chan = wv.shape[-1]\n",
            "        ic0 = max(0, cb-nc//2)\n",
            "        ic1 = min(n_chan, cb+nc//2)\n",
            "        wv = wv[:, ic0:ic1]\n",
            "        x0, y0 = xc[ic0:ic1], yc[ic0:ic1]\n",
            "\n",
            "        amp = 4\n",
            "        for ii, (xi,yi) in enumerate(zip(x0,y0)):\n",
            "            t = np.arange(-wv.shape[0]//2,wv.shape[0]//2,1,'float32')\n",
            "            t /= wv.shape[0] / 20\n",
            "            ax.plot(xi + t, yi + wv[:,ii]*amp, lw=0.5, color='k')\n",
            "\n",
            "        ax.set_title(f'{nsp}', fontsize='small')\n",
            "        ax.axis('off')\n",
            "    plt.show()"
          ]
        }
      ],
      "metadata": {
        "accelerator": "GPU",
        "colab": {
          "authorship_tag": "ABX9TyPCpI7Gn7HNHHg8+jCpGVCs",
          "include_colab_link": true,
          "provenance": []
        },
        "gpuClass": "standard",
        "kernelspec": {
          "display_name": "Python 3.9.18 ('kilosort4')",
          "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": "3.9.18"
        },
        "vscode": {
          "interpreter": {
            "hash": "c450ffd893003221542b409439a3c6dd3d0fae98f595b9e4724fd711cbdc16b9"
          }
        }
      },
      "nbformat": 4,
      "nbformat_minor": 0
    }
    

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