From c0dff39c375ecab668f1f02ce244db3a5d66f6c5 Mon Sep 17 00:00:00 2001 From: bmandracchia Date: Tue, 3 Sep 2024 11:35:05 +0200 Subject: [PATCH] new - camera noise --- bioMONAI/_modidx.py | 10 +- bioMONAI/transforms.py | 116 ++++++++++++++++++-- nbs/00_core.ipynb | 30 ++--- nbs/01_data.ipynb | 4 - nbs/02_io.ipynb | 4 - nbs/03_losses.ipynb | 4 - nbs/04_nets.ipynb | 4 - nbs/05_transforms.ipynb | 213 +++++++++++++++++++++++++----------- nbs/06_metrics.ipynb | 4 - nbs/08_datasets.ipynb | 4 - nbs/09_visualize.ipynb | 4 - nbs/901_demo_RI2FL_2d.ipynb | 4 - nbs/index.ipynb | 4 - 13 files changed, 275 insertions(+), 130 deletions(-) diff --git a/bioMONAI/_modidx.py b/bioMONAI/_modidx.py index 984fe85..c2868f0 100644 --- a/bioMONAI/_modidx.py +++ b/bioMONAI/_modidx.py @@ -94,7 +94,8 @@ 'bioMONAI.nets.get_padding': ('nets.html#get_padding', 'bioMONAI/nets.py'), 'bioMONAI.nets.interpolate': ('nets.html#interpolate', 'bioMONAI/nets.py')}, 'bioMONAI.template': {'bioMONAI.template.foo': ('template.html#foo', 'bioMONAI/template.py')}, - 'bioMONAI.transforms': { 'bioMONAI.transforms.RandCrop2D': ('transforms.html#randcrop2d', 'bioMONAI/transforms.py'), + 'bioMONAI.transforms': { 'bioMONAI.transforms.RandCameraNoise': ('transforms.html#randcameranoise', 'bioMONAI/transforms.py'), + 'bioMONAI.transforms.RandCrop2D': ('transforms.html#randcrop2d', 'bioMONAI/transforms.py'), 'bioMONAI.transforms.RandCrop2D.__init__': ( 'transforms.html#randcrop2d.__init__', 'bioMONAI/transforms.py'), 'bioMONAI.transforms.RandCrop2D.before_call': ( 'transforms.html#randcrop2d.before_call', @@ -128,6 +129,13 @@ 'bioMONAI/transforms.py'), 'bioMONAI.transforms.RandRot90.encodes': ( 'transforms.html#randrot90.encodes', 'bioMONAI/transforms.py'), + 'bioMONAI.transforms.Resample': ('transforms.html#resample', 'bioMONAI/transforms.py'), + 'bioMONAI.transforms.Resample.__init__': ( 'transforms.html#resample.__init__', + 'bioMONAI/transforms.py'), + 'bioMONAI.transforms.ScaleIntensityPercentiles': ( 'transforms.html#scaleintensitypercentiles', + 'bioMONAI/transforms.py'), + 'bioMONAI.transforms.ScaleIntensityRange': ( 'transforms.html#scaleintensityrange', + 'bioMONAI/transforms.py'), 'bioMONAI.transforms._get_sz': ('transforms.html#_get_sz', 'bioMONAI/transforms.py'), 'bioMONAI.transforms._process_sz': ('transforms.html#_process_sz', 'bioMONAI/transforms.py')}, 'bioMONAI.visualize': { 'bioMONAI.visualize._fig_bounds': ('visualize.html#_fig_bounds', 'bioMONAI/visualize.py'), diff --git a/bioMONAI/transforms.py b/bioMONAI/transforms.py index 5c13065..864d194 100644 --- a/bioMONAI/transforms.py +++ b/bioMONAI/transforms.py @@ -1,7 +1,8 @@ # AUTOGENERATED! DO NOT EDIT! File to edit: ../nbs/05_transforms.ipynb. # %% auto 0 -__all__ = ['RandCrop2D', 'RandCropND', 'RandCropND_T', 'RandFlip', 'RandRot90'] +__all__ = ['Resample', 'RandCameraNoise', 'ScaleIntensityRange', 'ScaleIntensityPercentiles', 'RandCrop2D', 'RandCropND', + 'RandCropND_T', 'RandFlip', 'RandRot90'] # %% ../nbs/05_transforms.ipynb 3 from fastai.vision.all import * @@ -9,7 +10,108 @@ from monai.transforms import SpatialCrop, Flip, Rotate90, Spacing from numpy import percentile, isscalar, float32 as np_float32 -# %% ../nbs/05_transforms.ipynb 13 +# %% ../nbs/05_transforms.ipynb 5 +class Resample(Spacing): + """ + A subclass of Spacing that handles image resampling based on specified sampling factors or voxel dimensions. + + The `Resample` class inherits from `Spacing` and provides a flexible way to adjust the spacing (voxel size) of images by specifying either a sampling factor or explicitly providing new voxel dimensions. + + Args: + sampling (int, optional): Sampling factor for isotropic resampling. Default is 1, indicating no change in resolution. + **kwargs: Additional keyword arguments that can include 'pixdim' to specify custom voxel dimensions. + + Attributes: + pixdim (list or tuple): The voxel dimensions of the image after resampling. If not provided during initialization, this will be determined based on the sampling factor and original image properties. + + Methods: + None + + Example Usage: + # Creating a Resample object with a specified sampling factor + resampler = Resample(sampling=2) + + # Creating a Resample object with custom voxel dimensions + resampler = Resample(**kwargs={'pixdim': [1.5, 1.5, 3]}) + """ + + def __init__(self, sampling, **kwargs): + """ + Initializes the Resample class instance. + + Args: + sampling (int, optional): Sampling factor for isotropic resampling. Default is 1. + **kwargs: Additional keyword arguments that can include 'pixdim' to specify custom voxel dimensions. + + If 'pixdim' is provided in kwargs, it will be used directly; otherwise, the sampling factor will determine the new voxel dimensions. + + The Spacing class from which Resample inherits is initialized with either the provided pixdim or calculated based on the sampling factor and original image properties. + """ + if 'pixdim' in kwargs: + super().__init__(**kwargs) + else: + super().__init__(sampling, **kwargs) + + +# %% ../nbs/05_transforms.ipynb 8 +def RandCameraNoise(input_image, qe=0.7, gain=2, exp_time=0.1, + dark_current=0.06, readout=2.5, bitdepth=16, offset=100, + seed=42, simulation = False, camera = 'cmos', gain_variance=.1, offset_variance=5): + + # Random state + rs = np.random.RandomState(seed=seed) + + # Add shot noise + input_photons = input_image if simulation else input_image / gain / qe + photons = rs.poisson(input_photons, size=input_photons.shape) + + # Convert to electrons + electrons = qe * photons + + # Add dark noise + dark_noise = rs.poisson(dark_current*exp_time, size=electrons.shape) + electrons += dark_noise + + # Add readout noise + read_noise = rs.normal(scale=readout**2, size=electrons.shape) + electrons += read_noise + + if camera == 'cmos': + gain = rs.normal(scale=gain_variance, size=electrons.shape) + gain + rs.normal(scale=gain_variance, size=electrons.shape[0]) + fixed_pattern = rs.normal(scale=offset_variance, size=electrons.shape[0]) + offset = rs.normal(scale=offset_variance, size=electrons.shape)+ fixed_pattern + offset + + # Convert to ADU and add offset + max_adu = (2**bitdepth - 1) + adu = (electrons * gain) + adu += offset + adu[adu > max_adu] = max_adu # pixel saturation + + # pixel_type = np.uint8 if bitdepth <= 8 else np.uint16 + # adu = adu.astype(pixel_type) # Convert to discrete numbers + + return adu + +# %% ../nbs/05_transforms.ipynb 11 +def ScaleIntensityRange(x, mi, ma, eps=1e-20, dtype=np_float32): + if dtype is not None: + x = x.astype(dtype, copy=False) + mi = dtype(mi) if isscalar(mi) else mi.astype(dtype, copy=False) + ma = dtype(ma) if isscalar(ma) else ma.astype(dtype, copy=False) + eps = dtype(eps) + x = (x - mi) / (ma - mi + eps) + return x + +# %% ../nbs/05_transforms.ipynb 12 +def ScaleIntensityPercentiles(x, pmin=3, pmax=99.8, axis=None, eps=1e-20, dtype=np_float32): + """Percentile-based image normalization.""" + + mi = percentile(x, pmin, axis=axis, keepdims=True) + ma = percentile(x, pmax, axis=axis, keepdims=True) + return ScaleIntensityRange(x, mi, ma, eps=eps, dtype=dtype) + + +# %% ../nbs/05_transforms.ipynb 16 def _process_sz(size, ndim=3): if isinstance(size,int): size=(size,)*ndim @@ -20,7 +122,7 @@ def _get_sz(x): if not isinstance(x, Tensor): return fastuple(x.size) return fastuple(getattr(x, 'img_size', getattr(x, 'sz', (x.shape[1:])))) # maybe it should swap x and y axes -# %% ../nbs/05_transforms.ipynb 16 +# %% ../nbs/05_transforms.ipynb 19 class RandCrop2D(RandTransform): "Randomly crop an image to `size`" split_idx,order = None,1 @@ -50,7 +152,7 @@ def before_call(self, def encodes(self, x): return SpatialCrop(roi_center=self.ctr, roi_size=self.size, lazy=self.lazy)(x) -# %% ../nbs/05_transforms.ipynb 17 +# %% ../nbs/05_transforms.ipynb 20 class RandCropND(RandTransform): """ Randomly crops an ND image to a specified size. @@ -103,7 +205,7 @@ def encodes(self, x): return SpatialCrop(roi_start=self.tl, roi_end=self.br, lazy=self.lazy)(x) -# %% ../nbs/05_transforms.ipynb 19 +# %% ../nbs/05_transforms.ipynb 22 class RandCropND_T(RandTransform): """ Randomly crops an ND image to a specified size. @@ -166,7 +268,7 @@ def encodes(self, x): return cropped_img -# %% ../nbs/05_transforms.ipynb 21 +# %% ../nbs/05_transforms.ipynb 24 class RandFlip(RandTransform): """ Randomly flips an ND image over a specified axis. @@ -199,7 +301,7 @@ def encodes(self, x): else: return x -# %% ../nbs/05_transforms.ipynb 23 +# %% ../nbs/05_transforms.ipynb 26 class RandRot90(RandTransform): """ Randomly rotate an ND image by 90 degrees in the plane specified by axes. diff --git a/nbs/00_core.ipynb b/nbs/00_core.ipynb index 7067188..f90d0b9 100755 --- a/nbs/00_core.ipynb +++ b/nbs/00_core.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -56,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -68,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -100,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -111,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -129,7 +129,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -143,18 +143,6 @@ "display_name": "python3", "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": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/01_data.ipynb b/nbs/01_data.ipynb index 0e77094..9287199 100644 --- a/nbs/01_data.ipynb +++ b/nbs/01_data.ipynb @@ -732,10 +732,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/02_io.ipynb b/nbs/02_io.ipynb index 49ae4fe..9ab45f3 100644 --- a/nbs/02_io.ipynb +++ b/nbs/02_io.ipynb @@ -630,10 +630,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/03_losses.ipynb b/nbs/03_losses.ipynb index 62be220..07eecd7 100644 --- a/nbs/03_losses.ipynb +++ b/nbs/03_losses.ipynb @@ -397,10 +397,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/04_nets.ipynb b/nbs/04_nets.ipynb index 0b89ccd..96639b3 100755 --- a/nbs/04_nets.ipynb +++ b/nbs/04_nets.ipynb @@ -954,10 +954,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/05_transforms.ipynb b/nbs/05_transforms.ipynb index 357fcd3..ad4ec7e 100644 --- a/nbs/05_transforms.ipynb +++ b/nbs/05_transforms.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -30,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -50,10 +50,11 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ + "#| export\n", "class Resample(Spacing):\n", " \"\"\"\n", " A subclass of Spacing that handles image resampling based on specified sampling factors or voxel dimensions.\n", @@ -98,7 +99,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -111,6 +112,13 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "`data_array` is not of type MetaTensor, assuming affine to be identity.\n" + ] + }, { "data": { "image/png": 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@@ -140,16 +148,102 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Normalization" + "## Noise" ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ + "#| export\n", + "def RandCameraNoise(input_image, qe=0.7, gain=2, exp_time=0.1,\n", + " dark_current=0.06, readout=2.5, bitdepth=16, offset=100,\n", + " seed=42, simulation = False, camera = 'cmos', gain_variance=.1, offset_variance=5):\n", + " \n", + " # Random state\n", + " rs = np.random.RandomState(seed=seed)\n", + " \n", + " # Add shot noise\n", + " input_photons = input_image if simulation else input_image / gain / qe\n", + " photons = rs.poisson(input_photons, size=input_photons.shape)\n", + " \n", + " # Convert to electrons\n", + " electrons = qe * photons\n", + " \n", + " # Add dark noise\n", + " dark_noise = rs.poisson(dark_current*exp_time, size=electrons.shape)\n", + " electrons += dark_noise\n", + " \n", + " # Add readout noise\n", + " read_noise = rs.normal(scale=readout**2, size=electrons.shape)\n", + " electrons += read_noise\n", + " \n", + " if camera == 'cmos':\n", + " gain = rs.normal(scale=gain_variance, size=electrons.shape) + gain + rs.normal(scale=gain_variance, size=electrons.shape[0])\n", + " fixed_pattern = rs.normal(scale=offset_variance, size=electrons.shape[0])\n", + " offset = rs.normal(scale=offset_variance, size=electrons.shape)+ fixed_pattern + offset\n", + " \n", + " # Convert to ADU and add offset\n", + " max_adu = (2**bitdepth - 1)\n", + " adu = (electrons * gain)\n", + " adu += offset\n", + " adu[adu > max_adu] = max_adu # pixel saturation\n", + " \n", + " # pixel_type = np.uint8 if bitdepth <= 8 else np.uint16\n", + " # adu = adu.astype(pixel_type) # Convert to discrete numbers\n", + " \n", + " return adu" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from bioMONAI.visualize import plot_image\n", "\n", + "plot_image(RandCameraNoise(.01*img[30], camera = 'cmos'))\n", + "plot_image(RandCameraNoise(.01*img[30], camera = 'ccd'))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Normalization" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#| export\n", "def ScaleIntensityRange(x, mi, ma, eps=1e-20, dtype=np_float32):\n", " if dtype is not None:\n", " x = x.astype(dtype, copy=False)\n", @@ -162,10 +256,11 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ + "#| export\n", "def ScaleIntensityPercentiles(x, pmin=3, pmax=99.8, axis=None, eps=1e-20, dtype=np_float32):\n", " \"\"\"Percentile-based image normalization.\"\"\"\n", "\n", @@ -190,7 +285,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -211,7 +306,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -230,7 +325,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -251,7 +346,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -289,7 +384,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -350,7 +445,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -364,7 +459,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -435,7 +530,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -450,7 +545,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -491,30 +586,30 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "orig tensor: tensor([[[0.4283, 0.6739, 0.2406, 0.0107],\n", - " [0.8278, 0.0757, 0.5693, 0.2902],\n", - " [0.4235, 0.1068, 0.4149, 0.7679],\n", - " [0.7541, 0.4180, 0.5222, 0.2093]]]) \n", + "orig tensor: tensor([[[0.3762, 0.6348, 0.8174, 0.4479],\n", + " [0.4211, 0.1110, 0.7129, 0.6764],\n", + " [0.4160, 0.9228, 0.2969, 0.8479],\n", + " [0.5520, 0.4700, 0.0535, 0.4423]]]) \n", "\n", - "tensor([[[0.4283, 0.6739, 0.2406, 0.0107],\n", - " [0.8278, 0.0757, 0.5693, 0.2902],\n", - " [0.4235, 0.1068, 0.4149, 0.7679],\n", - " [0.7541, 0.4180, 0.5222, 0.2093]]])\n", - "metatensor([[[0.0107, 0.2406, 0.6739, 0.4283],\n", - " [0.2902, 0.5693, 0.0757, 0.8278],\n", - " [0.7679, 0.4149, 0.1068, 0.4235],\n", - " [0.2093, 0.5222, 0.4180, 0.7541]]])\n", - "tensor([[[0.4283, 0.6739, 0.2406, 0.0107],\n", - " [0.8278, 0.0757, 0.5693, 0.2902],\n", - " [0.4235, 0.1068, 0.4149, 0.7679],\n", - " [0.7541, 0.4180, 0.5222, 0.2093]]])\n" + "metatensor([[[0.4479, 0.8174, 0.6348, 0.3762],\n", + " [0.6764, 0.7129, 0.1110, 0.4211],\n", + " [0.8479, 0.2969, 0.9228, 0.4160],\n", + " [0.4423, 0.0535, 0.4700, 0.5520]]])\n", + "metatensor([[[0.5520, 0.4700, 0.0535, 0.4423],\n", + " [0.4160, 0.9228, 0.2969, 0.8479],\n", + " [0.4211, 0.1110, 0.7129, 0.6764],\n", + " [0.3762, 0.6348, 0.8174, 0.4479]]])\n", + "tensor([[[0.3762, 0.6348, 0.8174, 0.4479],\n", + " [0.4211, 0.1110, 0.7129, 0.6764],\n", + " [0.4160, 0.9228, 0.2969, 0.8479],\n", + " [0.5520, 0.4700, 0.0535, 0.4423]]])\n" ] } ], @@ -531,7 +626,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -573,30 +668,30 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "orig tensor: tensor([[[0.8164, 0.5124, 0.3953, 0.5893],\n", - " [0.1210, 0.3000, 0.7443, 0.1098],\n", - " [0.2507, 0.9986, 0.4490, 0.2646],\n", - " [0.1390, 0.0916, 0.2910, 0.8086]]]) \n", + "orig tensor: tensor([[[0.9233, 0.6542, 0.3358, 0.6327],\n", + " [0.6967, 0.2975, 0.0727, 0.6339],\n", + " [0.6732, 0.4419, 0.3904, 0.0273],\n", + " [0.7669, 0.1667, 0.6378, 0.7157]]]) \n", "\n", - "metatensor([[[0.5893, 0.1098, 0.2646, 0.8086],\n", - " [0.3953, 0.7443, 0.4490, 0.2910],\n", - " [0.5124, 0.3000, 0.9986, 0.0916],\n", - " [0.8164, 0.1210, 0.2507, 0.1390]]])\n", - "metatensor([[[0.1390, 0.2507, 0.1210, 0.8164],\n", - " [0.0916, 0.9986, 0.3000, 0.5124],\n", - " [0.2910, 0.4490, 0.7443, 0.3953],\n", - " [0.8086, 0.2646, 0.1098, 0.5893]]])\n", - "metatensor([[[0.5893, 0.1098, 0.2646, 0.8086],\n", - " [0.3953, 0.7443, 0.4490, 0.2910],\n", - " [0.5124, 0.3000, 0.9986, 0.0916],\n", - " [0.8164, 0.1210, 0.2507, 0.1390]]])\n" + "metatensor([[[0.7669, 0.6732, 0.6967, 0.9233],\n", + " [0.1667, 0.4419, 0.2975, 0.6542],\n", + " [0.6378, 0.3904, 0.0727, 0.3358],\n", + " [0.7157, 0.0273, 0.6339, 0.6327]]])\n", + "tensor([[[0.9233, 0.6542, 0.3358, 0.6327],\n", + " [0.6967, 0.2975, 0.0727, 0.6339],\n", + " [0.6732, 0.4419, 0.3904, 0.0273],\n", + " [0.7669, 0.1667, 0.6378, 0.7157]]])\n", + "tensor([[[0.9233, 0.6542, 0.3358, 0.6327],\n", + " [0.6967, 0.2975, 0.0727, 0.6339],\n", + " [0.6732, 0.4419, 0.3904, 0.0273],\n", + " [0.7669, 0.1667, 0.6378, 0.7157]]])\n" ] } ], @@ -620,7 +715,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -634,18 +729,6 @@ "display_name": "python3", "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": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/06_metrics.ipynb b/nbs/06_metrics.ipynb index 6de4ba6..8d968ea 100644 --- a/nbs/06_metrics.ipynb +++ b/nbs/06_metrics.ipynb @@ -304,10 +304,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/08_datasets.ipynb b/nbs/08_datasets.ipynb index 9d51809..468f334 100644 --- a/nbs/08_datasets.ipynb +++ b/nbs/08_datasets.ipynb @@ -378,10 +378,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/09_visualize.ipynb b/nbs/09_visualize.ipynb index 437ba10..3d45e6f 100644 --- a/nbs/09_visualize.ipynb +++ b/nbs/09_visualize.ipynb @@ -2408051,10 +2408051,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/901_demo_RI2FL_2d.ipynb b/nbs/901_demo_RI2FL_2d.ipynb index 35d1bcc..98842f5 100644 --- a/nbs/901_demo_RI2FL_2d.ipynb +++ b/nbs/901_demo_RI2FL_2d.ipynb @@ -909,10 +909,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4, diff --git a/nbs/index.ipynb b/nbs/index.ipynb index db9ceb6..986e43b 100644 --- a/nbs/index.ipynb +++ b/nbs/index.ipynb @@ -198,10 +198,6 @@ "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.5" } }, "nbformat": 4,