diff --git a/p1ch6/1_neural_networks_wine_quality.ipynb b/p1ch6/1_neural_networks_wine_quality.ipynb new file mode 100644 index 0000000..f53ef44 --- /dev/null +++ b/p1ch6/1_neural_networks_wine_quality.ipynb @@ -0,0 +1,228 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import torch\n", + "import torch.optim as optim\n", + "import torch.nn as nn\n", + "import csv\n", + "torch.set_printoptions(edgeitems=2, linewidth=75)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Input train shapetorch.Size([3919, 11]), input validation torch.Size([979, 11])\n", + "Score onehot train shapetorch.Size([3919, 10]), Score onehot validation shapetorch.Size([979, 10])\n" + ] + } + ], + "source": [ + "#First we are importing the dataset\n", + "\n", + "wine_path = \"../data/p1ch4/tabular-wine/winequality-white.csv\"\n", + "wineq_numpy = np.loadtxt(wine_path, dtype=np.float32, delimiter=\";\",\n", + " skiprows=1)\n", + "\n", + "wineq = torch.from_numpy(wineq_numpy)\n", + "\n", + "#Splitting scores from actual input\n", + "input_data = wineq[:, :-1] #\n", + "wine_score = wineq[:, -1].long() #\n", + "\n", + "#normalazing input data\n", + "input_data_mean = torch.mean(data, dim=0)\n", + "input_data_var = torch.var(data, dim=0)\n", + "input_data_normalized = (data - data_mean) / torch.sqrt(data_var)\n", + "\n", + "#splitting into train and val dataset\n", + "n_samples = data.shape[0]\n", + "n_val = int(0.2 * n_samples) #int is important)\n", + "\n", + "shuffled_indices = torch.randperm(n_samples)\n", + "\n", + "train_indices = shuffled_indices[:-n_val]\n", + "val_indices = shuffled_indices[-n_val:]\n", + "\n", + "input_data_train_norm = input_data_normalized[train_indices]\n", + "wine_score_train = wine_score[train_indices]\n", + "\n", + "input_data_val_norm = input_data_normalized[val_indices]\n", + "wine_score_val = wine_score[val_indices]\n", + "\n", + "print(f'Input train shape{input_data_train_norm.shape}, input validation {input_data_val_norm.shape}')\n", + "\n", + "#creating one_hot representation of our score\n", + "\n", + "wine_score_train_onehot = torch.zeros(wine_score_train.shape[0], 10)\n", + "wine_score_val_onehot = torch.zeros(wine_score_val.shape[0], 10)\n", + "wine_score_train_onehot.scatter_(1, wine_score_train.unsqueeze(1), 1.0)\n", + "wine_score_val_onehot.scatter_(1, wine_score_val.unsqueeze(1), 1.0)\n", + "\n", + "print(f'Score onehot train shape{wine_score_train_onehot.shape}, Score onehot validation shape{wine_score_val_onehot.shape}')" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1, Training loss 2.2654, Validation loss 2.2555\n", + "Epoch 1000, Training loss 0.8641, Validation loss 0.9909\n", + "Epoch 2000, Training loss 0.6084, Validation loss 1.0962\n", + "Epoch 3000, Training loss 0.4536, Validation loss 1.3623\n" + ] + } + ], + "source": [ + "def training_loop(n_epochs, optimizer, model, loss_fn, input_data_train_norm, input_data_val_norm,\n", + " wine_score_train, wine_score_val):\n", + " for epoch in range(1, n_epochs + 1):\n", + " prediction_train = model(input_data_train_norm) # <1>\n", + " loss_train = loss_fn(prediction_train, wine_score_train)\n", + "\n", + " prediction_val = model(input_data_val_norm) # <1>\n", + " loss_val = loss_fn(prediction_val, wine_score_val)\n", + " \n", + " optimizer.zero_grad()\n", + " loss_train.backward() # <2>\n", + " optimizer.step()\n", + "\n", + " if epoch == 1 or epoch % 1000 == 0:\n", + " print(f\"Epoch {epoch}, Training loss {loss_train.item():.4f},\"\n", + " f\" Validation loss {loss_val.item():.4f}\")\n", + "\n", + "neuron_count = 100\n", + "\n", + "seq_model = nn.Sequential(\n", + " nn.Linear(11, neuron_count),\n", + " nn.Tanh(),\n", + " nn.Linear(neuron_count, 10))\n", + "\n", + "loss_fn = nn.CrossEntropyLoss()\n", + "optimizer = optim.Adam(seq_model.parameters())\n", + "\n", + "training_loop(\n", + " n_epochs = 3000, \n", + " optimizer = optimizer,\n", + " model = seq_model,\n", + " loss_fn = loss_fn,\n", + " input_data_train_norm = input_data_train_norm,\n", + " input_data_val_norm = input_data_val_norm, \n", + " wine_score_train = wine_score_train_onehot,\n", + " wine_score_val = wine_score_val_onehot)" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(tensor([-5.3939, -5.1573, -5.0202, -3.7603, -2.3114, 2.6902, 6.2457,\n", + " 0.5261, -6.0117, -2.4114], grad_fn=),\n", + " tensor([0., 0., 0., 0., 0., 0., 1., 0., 0., 0.]))" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "seq_model(data_train_norm)[2], target_train_onehot[2]" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "ename": "TypeError", + "evalue": "Adam.__init__() missing 1 required positional argument: 'params'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[39], line 13\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[38;5;66;03m# Assuming loss_fn is a loss function\u001b[39;00m\n\u001b[1;32m 12\u001b[0m loss_fn \u001b[38;5;241m=\u001b[39m nn\u001b[38;5;241m.\u001b[39mMSELoss()\n\u001b[0;32m---> 13\u001b[0m optimizer \u001b[38;5;241m=\u001b[39m optim\u001b[38;5;241m.\u001b[39mAdam()\n\u001b[1;32m 14\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m epoch \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m1000\u001b[39m):\n\u001b[1;32m 15\u001b[0m optimizer\u001b[38;5;241m.\u001b[39mzero_grad()\n", + "\u001b[0;31mTypeError\u001b[0m: Adam.__init__() missing 1 required positional argument: 'params'" + ] + } + ], + "source": [ + "neuron_count = 100\n", + "\n", + "seq_model = nn.Sequential(\n", + " nn.Linear(11, neuron_count),\n", + " nn.Tanh(),\n", + " nn.Linear(neuron_count, 10))\n", + "\n", + "\n", + "optimizer = optim.SGD(seq_model.parameters(), lr=1e-4)\n", + "\n", + "# Assuming loss_fn is a loss function\n", + "loss_fn = nn.MSELoss()\n", + "optimizer = optim.Adam()\n", + "for epoch in range(1000):\n", + " optimizer.zero_grad()\n", + " t_p_train = seq_model(data_train_norm)\n", + " # Convert target_train to the same data type as t_p_train\n", + " target_train = target_train.float()\n", + " loss_train = loss_fn(t_p_train, target_train)\n", + " loss_train.backward()\n", + " optimizer.step()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/p2ch10/dsets.py b/p2ch10/dsets.py index 0141b22..6a468c3 100644 --- a/p2ch10/dsets.py +++ b/p2ch10/dsets.py @@ -9,6 +9,8 @@ import SimpleITK as sitk import numpy as np +#import random + import torch import torch.cuda from torch.utils.data import Dataset @@ -34,6 +36,8 @@ def getCandidateInfoList(requireOnDisk_bool=True): # We construct a set with all series_uids that are present on disk. # This will let us use the data, even if we haven't downloaded all of # the subsets yet. + #There is a bug in implementation, in original structure luna data is located in data + #not data-unversioned mhd_list = glob.glob('data-unversioned/part2/luna/subset*/*.mhd') presentOnDisk_set = {os.path.split(p)[-1][:-4] for p in mhd_list} @@ -82,10 +86,11 @@ def getCandidateInfoList(requireOnDisk_bool=True): class Ct: def __init__(self, series_uid): + #so when you enter UID it will automatically form a path from a function below mhd_path = glob.glob( 'data-unversioned/part2/luna/subset*/{}.mhd'.format(series_uid) )[0] - + #read the image with a special library and transform it into an array ct_mhd = sitk.ReadImage(mhd_path) ct_a = np.array(sitk.GetArrayFromImage(ct_mhd), dtype=np.float32) @@ -103,6 +108,8 @@ def __init__(self, series_uid): self.direction_a = np.array(ct_mhd.GetDirection()).reshape(3, 3) def getRawCandidate(self, center_xyz, width_irc): + #so having a candidate_info_list we can look up by UID a center_xyz value and + #use it in this function center_irc = xyz2irc( center_xyz, self.origin_xyz, @@ -112,6 +119,8 @@ def getRawCandidate(self, center_xyz, width_irc): slice_list = [] for axis, center_val in enumerate(center_irc): + #so it will write a start index at half a distance from center + #and then end index will be 1 width away from start index start_ndx = int(round(center_val - width_irc[axis]/2)) end_ndx = int(start_ndx + width_irc[axis]) @@ -135,11 +144,13 @@ def getRawCandidate(self, center_xyz, width_irc): return ct_chunk, center_irc - +#this will cache entire ct @functools.lru_cache(1, typed=True) def getCt(series_uid): return Ct(series_uid) +#so it will cache particular Ct chunk(and the could be several of them) +#to use em during training @raw_cache.memoize(typed=True) def getCtRawCandidate(series_uid, center_xyz, width_irc): ct = getCt(series_uid) @@ -153,6 +164,7 @@ def __init__(self, series_uid=None, ): self.candidateInfo_list = copy.copy(getCandidateInfoList()) + #random.shuffle(self.candidateInfo_list) if series_uid: self.candidateInfo_list = [ diff --git a/p2ch10_exercise.ipynb b/p2ch10_exercise.ipynb new file mode 100644 index 0000000..352438e --- /dev/null +++ b/p2ch10_exercise.ipynb @@ -0,0 +1,2480 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "id": "b7b23d89", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "068d50c2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor([1.], device='mps:0')\n" + ] + } + ], + "source": [ + "import torch\n", + "if torch.backends.mps.is_available():\n", + " mps_device = torch.device(\"mps\")\n", + " x = torch.ones(1, device=mps_device)\n", + " print (x)\n", + "else:\n", + " print (\"MPS device not found.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8554fe60", + "metadata": {}, + "outputs": [], + "source": [ + "from p2ch10.dsets import getCandidateInfoList, getCt, LunaDataset\n", + "candidateInfo_list = getCandidateInfoList(requireOnDisk_bool=False)\n", + "positiveInfo_list = [x for x in candidateInfo_list if x[0]]\n", + "diameter_list = [x[1] for x in positiveInfo_list]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c1fd945d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0 32.3 mm\n", + " 100 17.7 mm\n", + " 200 13.0 mm\n", + " 300 10.0 mm\n", + " 400 8.2 mm\n", + " 500 7.0 mm\n", + " 600 6.3 mm\n", + " 700 5.7 mm\n", + " 800 5.1 mm\n", + " 900 4.7 mm\n", + "1000 4.0 mm\n", + "1100 0.0 mm\n", + "1200 0.0 mm\n", + "1300 0.0 mm\n" + ] + } + ], + "source": [ + "for i in range(0, len(diameter_list), 100):\n", + " print('{:4} {:4.1f} mm'.format(i, diameter_list[i]))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0ae82c71", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([323, 466, 248, 111, 71, 57, 37, 29, 5, 4]),\n", + " array([ 0. , 3.22700302, 6.45400605, 9.68100907, 12.9080121 ,\n", + " 16.13501512, 19.36201815, 22.58902117, 25.8160242 , 29.04302722,\n", + " 32.27003025]))" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.histogram(diameter_list)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "cfcc1273", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=32.27003025, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.287966244644280690737019247886', center_xyz=(67.61451718, 85.02525992, -109.8084416))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=30.61040636, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.112740418331256326754121315800', center_xyz=(47.90350511, 37.60442008, -99.93417567))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=30.61040636, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.112740418331256326754121315800', center_xyz=(44.19, 37.79, -107.01))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=30.61040636, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.112740418331256326754121315800', center_xyz=(40.69, 32.19, -97.15))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=27.44242293, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.943403138251347598519939390311', center_xyz=(-45.29440163, 74.86925386, -97.52812481))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=27.07544345, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.481278873893653517789960724156', center_xyz=(-102.571208, -5.186558766, -205.1033412))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=26.83708074, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.487268565754493433372433148666', center_xyz=(121.152909372, 12.9136003304, -159.399497186))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=26.83708074, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.487268565754493433372433148666', center_xyz=(118.8539408, 11.54202797, -165.5042458))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=25.87269662, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.177086402277715068525592995222', center_xyz=(-66.628286875, 57.151972075, -110.12035075))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=25.41540526, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.219618492426142913407827034169', center_xyz=(-101.7504204, -95.65460516, -138.4943211))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.107109359065300889765026303943', center_xyz=(-100.57, -66.23, -218.76))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.106379658920626694402549886949', center_xyz=(-71.09, 68.3, -160.4))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.102681962408431413578140925249', center_xyz=(106.18, 12.61, -96.81))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.102681962408431413578140925249', center_xyz=(96.2846726653, 19.0348690723, -88.478440818))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(89.32, 190.84, -516.82))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(89.32, 143.23, -427.1))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(85.12, 152.33, -425.7))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(8.8, 174.74, -401.87))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(5.99, 171.94, -398.37))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(1.79, 166.34, -408.88))\n", + "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.124154461048929153767743874565', center_xyz=(146.12, -160.55, -309.93))\n" + ] + } + ], + "source": [ + "for candidateInfo_tup in positiveInfo_list[:10]:\n", + " print(candidateInfo_tup)\n", + "for candidateInfo_tup in positiveInfo_list[-10:]:\n", + " print(candidateInfo_tup)\n", + " \n", + "for candidateInfo_tup in positiveInfo_list:\n", + " if candidateInfo_tup.series_uid.endswith('565'):\n", + " print(candidateInfo_tup)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4c9c85c6", + "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "\n", + "def time_counter_for_dataset_last(n_samples = 1000):\n", + " # Get the start time\n", + " start_time = time.perf_counter()\n", + " n_samples_in_dataset = len(LunaDataset())\n", + " for i in range(n_samples_in_dataset - n_samples, n_samples_in_dataset-1):\n", + " dummy_inst = LunaDataset()[i]\n", + " # Get the end time\n", + " end_time = time.perf_counter()\n", + " # Calculate the execution time\n", + " execution_time = end_time - start_time\n", + " print(\"Execution time:\", execution_time, \"seconds\")\n", + " return execution_time\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "0dcec753", + "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "\n", + "def time_counter_for_dataset(n_samples = 1000):\n", + " # Get the start time\n", + " start_time = time.perf_counter()\n", + " for i in range(n_samples):\n", + " dummy_inst = LunaDataset()[i]\n", + " # Get the end time\n", + " end_time = time.perf_counter()\n", + " # Calculate the execution time\n", + " execution_time = end_time - start_time\n", + " print(\"Execution time:\", execution_time, \"seconds\")\n", + " return execution_time\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "56a957ea", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-07-12 14:42:18,325 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:42:18,509 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:42:18,697 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:42:18,706 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:42:18,716 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:42:18,932 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:42:19,030 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training 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samples\n", + "2024-07-12 14:47:24,554 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:47:24,561 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:47:24,568 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:47:24,574 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:47:24,580 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:47:24,587 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-07-12 14:47:24,593 INFO pid:59752 p2ch10.dsets:182:__init__ : 551065 training samples\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Execution time: 6.8193820000160486 seconds\n" + ] + } + ], + "source": [ + "second_time = time_counter_for_dataset(1000)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "97351752", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/p2ch10_explore_data.ipynb b/p2ch10_explore_data.ipynb index 5852a04..0551272 100644 --- a/p2ch10_explore_data.ipynb +++ b/p2ch10_explore_data.ipynb @@ -2,17 +2,62 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", - "import numpy as np" + "import numpy as nph" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor([1.], device='mps:0')\n" + ] + } + ], + "source": [ + "import torch\n", + "if torch.backends.mps.is_available():\n", + " mps_device = torch.device(\"mps\")\n", + " x = torch.ones(1, device=mps_device)\n", + " print (x)\n", + "else:\n", + " print (\"MPS device not found.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "torch.mps.device_count()" + ] + }, + { + "cell_type": "code", + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -24,18 +69,9 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1351\n", - "CandidateInfoTuple(isNodule_bool=True, diameter_mm=32.27003025, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.287966244644280690737019247886', center_xyz=(67.61451718, 85.02525992, -109.8084416))\n" - ] - } - ], + "outputs": [], "source": [ "print(len(positiveInfo_list))\n", "print(positiveInfo_list[0])" @@ -43,112 +79,2365 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(0, len(diameter_list), 100):\n", + " print('{:4} {:4.1f} mm'.format(i, diameter_list[i]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for candidateInfo_tup in positiveInfo_list[:10]:\n", + " print(candidateInfo_tup)\n", + "for candidateInfo_tup in positiveInfo_list[-10:]:\n", + " print(candidateInfo_tup)\n", + " \n", + "for candidateInfo_tup in positiveInfo_list:\n", + " if candidateInfo_tup.series_uid.endswith('565'):\n", + " print(candidateInfo_tup)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "np.histogram(diameter_list)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "\n", + "def time_counter_for_dataset_last(n_samples = 1000):\n", + " # Get the start time\n", + " start_time = time.perf_counter()\n", + " n_samples_in_dataset = len(LunaDataset())\n", + " for i in range(n_samples_in_dataset - n_samples, n_samples_in_dataset-1):\n", + " dummy_inst = LunaDataset()[i]\n", + " # Get the end time\n", + " end_time = time.perf_counter()\n", + " # Calculate the execution time\n", + " execution_time = end_time - start_time\n", + " print(\"Execution time:\", execution_time, \"seconds\")\n", + " return execution_time\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "\n", + "def time_counter_for_dataset(n_samples = 1000):\n", + " # Get the start time\n", + " start_time = time.perf_counter()\n", + " for i in range(n_samples):\n", + " dummy_inst = LunaDataset()[i]\n", + " # Get the end time\n", + " end_time = time.perf_counter()\n", + " # Calculate the execution time\n", + " execution_time = end_time - start_time\n", + " print(\"Execution time:\", execution_time, \"seconds\")\n", + " return execution_time\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true + }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-06-05 16:58:59,615 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 16:58:59,793 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 16:58:59,956 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 16:59:00,083 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 16:59:00,204 INFO pid:61355 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samples\n", + "2024-06-05 17:02:56,820 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:56,995 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:57,178 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:57,437 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:57,724 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:58,116 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - " 0 32.3 mm\n", - " 100 17.7 mm\n", - " 200 13.0 mm\n", - " 300 10.0 mm\n", - " 400 8.2 mm\n", - " 500 7.0 mm\n", - " 600 6.3 mm\n", - " 700 5.7 mm\n", - " 800 5.1 mm\n", - " 900 4.7 mm\n", - "1000 4.0 mm\n", - "1100 0.0 mm\n", - "1200 0.0 mm\n", - "1300 0.0 mm\n" + "Execution time: 240.96941850002622 seconds\n" ] } ], "source": [ - "for i in range(0, len(diameter_list), 100):\n", - " print('{:4} {:4.1f} mm'.format(i, diameter_list[i]))" + "first_time = time_counter_for_dataset(1000)" ] }, { "cell_type": "code", "execution_count": 5, - "metadata": {}, + "metadata": { + "scrolled": true + }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-06-05 17:02:58,577 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:58,586 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:58,593 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:58,600 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:58,608 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:58,617 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n", + "2024-06-05 17:02:58,625 INFO pid:61355 p2ch10.dsets:182:__init__ : 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diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.102681962408431413578140925249', center_xyz=(96.2846726653, 19.0348690723, -88.478440818))\n", - "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(89.32, 190.84, -516.82))\n", - "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(89.32, 143.23, -427.1))\n", - "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(85.12, 152.33, -425.7))\n", - "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(8.8, 174.74, -401.87))\n", - "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(5.99, 171.94, -398.37))\n", - "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.100621383016233746780170740405', center_xyz=(1.79, 166.34, -408.88))\n", - "CandidateInfoTuple(isNodule_bool=True, diameter_mm=0.0, series_uid='1.3.6.1.4.1.14519.5.2.1.6279.6001.124154461048929153767743874565', center_xyz=(146.12, -160.55, -309.93))\n" + "Execution time: 6.492270582995843 seconds\n" ] } ], "source": [ - "for candidateInfo_tup in positiveInfo_list[:10]:\n", - " print(candidateInfo_tup)\n", - "for candidateInfo_tup in positiveInfo_list[-10:]:\n", - " print(candidateInfo_tup)\n", - " \n", - "for candidateInfo_tup in positiveInfo_list:\n", - " if candidateInfo_tup.series_uid.endswith('565'):\n", - " print(candidateInfo_tup)" + "second_time = time_counter_for_dataset(1000)\n" ] }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([323, 466, 248, 111, 71, 57, 37, 29, 5, 4], dtype=int64),\n", - " array([ 0. , 3.22700302, 6.45400605, 9.68100907, 12.9080121 ,\n", - " 16.13501512, 19.36201815, 22.58902117, 25.8160242 , 29.04302722,\n", - " 32.27003025]))" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], "source": [ - "np.histogram(diameter_list)" + "import timeit\n", + "\n", + "execution_time = timeit.timeit(time_counter_for_dataset, number=10)\n" ] }, { "cell_type": "code", "execution_count": 7, - "metadata": {}, + "metadata": { + "scrolled": false + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "2020-07-26 14:43:07,854 INFO pid:9828 p2ch10.dsets:212:__init__ : 551065 training samples\n" + "2024-06-05 17:07:50,996 INFO pid:61355 p2ch10.dsets:182:__init__ : 551065 training samples\n" ] }, { @@ -266,804 +2555,17 @@ { "cell_type": "code", "execution_count": 8, - "metadata": {}, + "metadata": { + "scrolled": false + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "2020-07-26 14:43:07,953 INFO pid:9828 p2ch10.dsets:212:__init__ : 602 training samples\n" + "2024-06-05 17:07:51,046 INFO pid:61355 p2ch10.dsets:182:__init__ : 602 training samples\n" ] }, - { - "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 = $('
');\n", - " this._root_extra_style(this.root)\n", - " this.root.attr('style', 'display: inline-block');\n", - "\n", - " $(parent_element).append(this.root);\n", - "\n", - " this._init_header(this);\n", - " this._init_canvas(this);\n", - " this._init_toolbar(this);\n", - "\n", - " var fig = this;\n", - "\n", - " this.waiting = false;\n", - "\n", - " this.ws.onopen = function () {\n", - " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", - " fig.send_message(\"send_image_mode\", {});\n", - " if (mpl.ratio != 1) {\n", - " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", - " }\n", - " fig.send_message(\"refresh\", {});\n", - " }\n", - "\n", - " this.imageObj.onload = function() {\n", - " if (fig.image_mode == 'full') {\n", - " // Full images could contain transparency (where diff images\n", - " // almost always do), so we need to clear the canvas so that\n", - " // there is no ghosting.\n", - " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", - " }\n", - " fig.context.drawImage(fig.imageObj, 0, 0);\n", - " };\n", - "\n", - " this.imageObj.onunload = function() {\n", - " fig.ws.close();\n", - " }\n", - "\n", - " this.ws.onmessage = this._make_on_message_function(this);\n", - "\n", - " this.ondownload = ondownload;\n", - "}\n", - "\n", - "mpl.figure.prototype._init_header = function() {\n", - " var titlebar = $(\n", - " '
');\n", - " var titletext = $(\n", - " '
');\n", - " titlebar.append(titletext)\n", - " this.root.append(titlebar);\n", - " this.header = titletext[0];\n", - "}\n", - "\n", - "\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._init_canvas = function() {\n", - " var fig = this;\n", - "\n", - " var canvas_div = $('
');\n", - "\n", - " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", - "\n", - " function canvas_keyboard_event(event) {\n", - " return fig.key_event(event, event['data']);\n", - " }\n", - "\n", - " canvas_div.keydown('key_press', canvas_keyboard_event);\n", - " canvas_div.keyup('key_release', canvas_keyboard_event);\n", - " this.canvas_div = canvas_div\n", - " this._canvas_extra_style(canvas_div)\n", - " this.root.append(canvas_div);\n", - "\n", - " var canvas = $('');\n", - " canvas.addClass('mpl-canvas');\n", - " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", - "\n", - " this.canvas = canvas[0];\n", - " this.context = canvas[0].getContext(\"2d\");\n", - "\n", - " var backingStore = this.context.backingStorePixelRatio ||\n", - "\tthis.context.webkitBackingStorePixelRatio ||\n", - "\tthis.context.mozBackingStorePixelRatio ||\n", - "\tthis.context.msBackingStorePixelRatio ||\n", - "\tthis.context.oBackingStorePixelRatio ||\n", - "\tthis.context.backingStorePixelRatio || 1;\n", - "\n", - " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", - "\n", - " var rubberband = $('');\n", - " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", - "\n", - " var pass_mouse_events = true;\n", - "\n", - " canvas_div.resizable({\n", - " start: function(event, ui) {\n", - " pass_mouse_events = false;\n", - " },\n", - " resize: function(event, ui) {\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " stop: function(event, ui) {\n", - " pass_mouse_events = true;\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " });\n", - "\n", - " function mouse_event_fn(event) {\n", - " if (pass_mouse_events)\n", - " return fig.mouse_event(event, event['data']);\n", - " }\n", - "\n", - " rubberband.mousedown('button_press', mouse_event_fn);\n", - " rubberband.mouseup('button_release', mouse_event_fn);\n", - " // Throttle sequential mouse events to 1 every 20ms.\n", - " rubberband.mousemove('motion_notify', mouse_event_fn);\n", - "\n", - " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", - " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", - "\n", - " canvas_div.on(\"wheel\", function (event) {\n", - " event = event.originalEvent;\n", - " event['data'] = 'scroll'\n", - " if (event.deltaY < 0) {\n", - " event.step = 1;\n", - " } else {\n", - " event.step = -1;\n", - " }\n", - " mouse_event_fn(event);\n", - " });\n", - "\n", - " canvas_div.append(canvas);\n", - " canvas_div.append(rubberband);\n", - "\n", - " this.rubberband = rubberband;\n", - " this.rubberband_canvas = rubberband[0];\n", - " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", - " this.rubberband_context.strokeStyle = \"#000000\";\n", - "\n", - " this._resize_canvas = function(width, height) {\n", - " // Keep the size of the canvas, canvas container, and rubber band\n", - " // canvas in synch.\n", - " canvas_div.css('width', width)\n", - " canvas_div.css('height', height)\n", - "\n", - " canvas.attr('width', width * mpl.ratio);\n", - " canvas.attr('height', height * mpl.ratio);\n", - " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", - "\n", - " rubberband.attr('width', width);\n", - " rubberband.attr('height', height);\n", - " }\n", - "\n", - " // Set the figure to an initial 600x600px, this will subsequently be updated\n", - " // upon first draw.\n", - " this._resize_canvas(600, 600);\n", - "\n", - " // Disable right mouse context menu.\n", - " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", - " return false;\n", - " });\n", - "\n", - " function set_focus () {\n", - " canvas.focus();\n", - " canvas_div.focus();\n", - " }\n", - "\n", - " window.setTimeout(set_focus, 100);\n", - "}\n", - "\n", - "mpl.figure.prototype._init_toolbar = function() {\n", - " var fig = this;\n", - "\n", - " var nav_element = $('
');\n", - " nav_element.attr('style', 'width: 100%');\n", - " this.root.append(nav_element);\n", - "\n", - " // Define a callback function for later on.\n", - " function toolbar_event(event) {\n", - " return fig.toolbar_button_onclick(event['data']);\n", - " }\n", - " function toolbar_mouse_event(event) {\n", - " return fig.toolbar_button_onmouseover(event['data']);\n", - " }\n", - "\n", - " for(var toolbar_ind in mpl.toolbar_items) {\n", - " var name = mpl.toolbar_items[toolbar_ind][0];\n", - " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", - " var image = mpl.toolbar_items[toolbar_ind][2];\n", - " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", - "\n", - " if (!name) {\n", - " // put a spacer in here.\n", - " continue;\n", - " }\n", - " var button = $('');\n", - " button.click(method_name, toolbar_event);\n", - " button.mouseover(tooltip, toolbar_mouse_event);\n", - " nav_element.append(button);\n", - " }\n", - "\n", - " // Add the status bar.\n", - " var status_bar = $('');\n", - " nav_element.append(status_bar);\n", - " this.message = status_bar[0];\n", - "\n", - " // Add the close button to the window.\n", - " var buttongrp = $('
');\n", - " var button = $('');\n", - " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", - " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", - " buttongrp.append(button);\n", - " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", - " titlebar.prepend(buttongrp);\n", - "}\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(el){\n", - " var fig = this\n", - " el.on(\"remove\", function(){\n", - "\tfig.close_ws(fig, {});\n", - " });\n", - "}\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(el){\n", - " // this is important to make the div 'focusable\n", - " el.attr('tabindex', 0)\n", - " // reach out to IPython and tell the keyboard manager to turn it's self\n", - " // off when our div gets focus\n", - "\n", - " // location in version 3\n", - " if (IPython.notebook.keyboard_manager) {\n", - " IPython.notebook.keyboard_manager.register_events(el);\n", - " }\n", - " else {\n", - " // location in version 2\n", - " IPython.keyboard_manager.register_events(el);\n", - " }\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._key_event_extra = function(event, name) {\n", - " var manager = IPython.notebook.keyboard_manager;\n", - " if (!manager)\n", - " manager = IPython.keyboard_manager;\n", - "\n", - " // Check for shift+enter\n", - " if (event.shiftKey && event.which == 13) {\n", - " this.canvas_div.blur();\n", - " // select the cell after this one\n", - " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", - " IPython.notebook.select(index + 1);\n", - " }\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_save = function(fig, msg) {\n", - " fig.ondownload(fig, null);\n", - "}\n", - "\n", - "\n", - "mpl.find_output_cell = function(html_output) {\n", - " // Return the cell and output element which can be found *uniquely* in the notebook.\n", - " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", - " // IPython event is triggered only after the cells have been serialised, which for\n", - " // our purposes (turning an active figure into a static one), is too late.\n", - " var cells = IPython.notebook.get_cells();\n", - " var ncells = cells.length;\n", - " for (var i=0; i= 3 moved mimebundle to data attribute of output\n", - " data = data.data;\n", - " }\n", - " if (data['text/html'] == html_output) {\n", - " return [cell, data, j];\n", - " }\n", - " }\n", - " }\n", - " }\n", - "}\n", - "\n", - "// Register the function which deals with the matplotlib target/channel.\n", - "// The kernel may be null if the page has been refreshed.\n", - "if (IPython.notebook.kernel != null) {\n", - " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", - "}\n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", @@ -1894,804 +2609,17 @@ { "cell_type": "code", "execution_count": 10, - "metadata": {}, + "metadata": { + "scrolled": false + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "2020-07-26 14:43:11,085 INFO pid:9828 p2ch10.dsets:212:__init__ : 605 training samples\n" + "2024-06-05 17:08:23,415 INFO pid:61355 p2ch10.dsets:182:__init__ : 605 training samples\n" ] }, - { - "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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');\n", - " var titletext = $(\n", - " '
');\n", - " titlebar.append(titletext)\n", - " this.root.append(titlebar);\n", - " this.header = titletext[0];\n", - "}\n", - "\n", - "\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._init_canvas = function() {\n", - " var fig = this;\n", - "\n", - " var canvas_div = $('
');\n", - "\n", - " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", - "\n", - " function canvas_keyboard_event(event) {\n", - " return fig.key_event(event, event['data']);\n", - " }\n", - "\n", - " canvas_div.keydown('key_press', canvas_keyboard_event);\n", - " canvas_div.keyup('key_release', canvas_keyboard_event);\n", - " this.canvas_div = canvas_div\n", - " this._canvas_extra_style(canvas_div)\n", - " this.root.append(canvas_div);\n", - "\n", - " var canvas = $('');\n", - " canvas.addClass('mpl-canvas');\n", - " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", - "\n", - " this.canvas = canvas[0];\n", - " this.context = canvas[0].getContext(\"2d\");\n", - "\n", - " var backingStore = this.context.backingStorePixelRatio ||\n", - "\tthis.context.webkitBackingStorePixelRatio ||\n", - "\tthis.context.mozBackingStorePixelRatio ||\n", - "\tthis.context.msBackingStorePixelRatio ||\n", - "\tthis.context.oBackingStorePixelRatio ||\n", - "\tthis.context.backingStorePixelRatio || 1;\n", - "\n", - " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", - "\n", - " var rubberband = $('');\n", - " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", - "\n", - " var pass_mouse_events = true;\n", - "\n", - " canvas_div.resizable({\n", - " start: function(event, ui) {\n", - " pass_mouse_events = false;\n", - " },\n", - " resize: function(event, ui) {\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " stop: function(event, ui) {\n", - " pass_mouse_events = true;\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " });\n", - "\n", - " function mouse_event_fn(event) {\n", - " if (pass_mouse_events)\n", - " return fig.mouse_event(event, event['data']);\n", - " }\n", - "\n", - " rubberband.mousedown('button_press', mouse_event_fn);\n", - " rubberband.mouseup('button_release', mouse_event_fn);\n", - " // Throttle sequential mouse events to 1 every 20ms.\n", - " rubberband.mousemove('motion_notify', mouse_event_fn);\n", - "\n", - " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", - " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", - "\n", - " canvas_div.on(\"wheel\", function (event) {\n", - " event = event.originalEvent;\n", - " event['data'] = 'scroll'\n", - " if (event.deltaY < 0) {\n", - " event.step = 1;\n", - " } else {\n", - " event.step = -1;\n", - " }\n", - " mouse_event_fn(event);\n", - " });\n", - "\n", - " canvas_div.append(canvas);\n", - " canvas_div.append(rubberband);\n", - "\n", - " this.rubberband = rubberband;\n", - " this.rubberband_canvas = rubberband[0];\n", - " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", - " this.rubberband_context.strokeStyle = \"#000000\";\n", - "\n", - " this._resize_canvas = function(width, height) {\n", - " // Keep the size of the canvas, canvas container, and rubber band\n", - " // canvas in synch.\n", - " canvas_div.css('width', width)\n", - " canvas_div.css('height', height)\n", - "\n", - " canvas.attr('width', width * mpl.ratio);\n", - " canvas.attr('height', height * mpl.ratio);\n", - " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", - "\n", - " rubberband.attr('width', width);\n", - " rubberband.attr('height', height);\n", - " }\n", - "\n", - " // Set the figure to an initial 600x600px, this will subsequently be updated\n", - " // upon first draw.\n", - " this._resize_canvas(600, 600);\n", - "\n", - " // Disable right mouse context menu.\n", - " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", - " return false;\n", - " });\n", - "\n", - " function set_focus () {\n", - " canvas.focus();\n", - " canvas_div.focus();\n", - " }\n", - "\n", - " window.setTimeout(set_focus, 100);\n", - "}\n", - "\n", - "mpl.figure.prototype._init_toolbar = function() {\n", - " var fig = this;\n", - "\n", - " var nav_element = $('
');\n", - " nav_element.attr('style', 'width: 100%');\n", - " this.root.append(nav_element);\n", - "\n", - " // Define a callback function for later on.\n", - " function toolbar_event(event) {\n", - " return fig.toolbar_button_onclick(event['data']);\n", - " }\n", - " function toolbar_mouse_event(event) {\n", - " return fig.toolbar_button_onmouseover(event['data']);\n", - " }\n", - "\n", - " for(var toolbar_ind in mpl.toolbar_items) {\n", - " var name = mpl.toolbar_items[toolbar_ind][0];\n", - " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", - " var image = mpl.toolbar_items[toolbar_ind][2];\n", - " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", - "\n", - " if (!name) {\n", - " // put a spacer in here.\n", - " continue;\n", - " }\n", - " var button = $('