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# %% import pandas as pd import numpy as np # %% [markdown] # # Perceived Stress Scale # %% [markdown] # ## Load raw data # %% INSTRU_QUESTIONNAIRE="PSS" DIGEST="BASIC_DIGEST" # or IMAGEN_DIGEST, DIGEST depending on exact file name #df_BL = pd.read_csv(f"/ritter/share/data/IMAGEN/IMAGEN_RAW/2.7/BL/psytools/IMAGEN-I...
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# %% [markdown] # # **IMPORTACIÓN DE LIBRERIAS** # %% #!apt install ncbi-blast+ import numpy as np # "numpy" is a Python library that provides a multidimensional array object, various derived objects (such as masked arrays and matrices), and an assortment of...
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# %% [markdown] # # VISUALIZATION: # Which structural brain features were used by the model the most? Which ones were not used at all? # %% from imagen_post_hoc_helper import * %matplotlib inline # %% DATA_DIR = "/ritter/share/data/IMAGEN" posthoc = IMAGEN_posthoc() # %% [markdown] # ## Playground: understand SHAP ...
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# %% import sys if "../" not in sys.path: sys.path.append("../") from os import path import numpy as np import pandas as pd import matplotlib import matplotlib.pyplot as plt from scipy import ndimage as ndi from scipy import stats import seaborn as sns # sns.set_palette("deep") sns.set_theme(style="whitegrid") sns....
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# %% [markdown] # # Ordering by metrics and retraining phase # # ## Dataset: Intel # %% [markdown] # ## Experiment configuration 1 # %% [markdown] # ## Configuration 1 # 1. Incremental guided retraining starting from scratch using the new adversarial inputs and original training set # %% #pip install --user tensor...
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# %% [markdown] # # Imports # %% %load_ext autoreload %autoreload 2 # %% import os, sys from glob import glob from os.path import join import numpy as np import pandas as pd import matplotlib.pyplot as plt import seaborn as sns sns.set(style="darkgrid", context='paper', color_codes=False) from plotGraphs import * ...
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# %% import matplotlib.pyplot as plt import numpy as np import scanpy as sc import scvelo as scv import latentvelo as ltv import pandas as pd import seaborn as sns # %% [markdown] # # Pancreas # %% pancreas_latent = sc.read('real_data/fits/pancreas_latent_adata.h5ad') # %% scv.pl.velocity_embedding_stream(pancreas_l...
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# %% [markdown] # # Backward Interval Partial Least Square (biPLS) Feature Selection (FS) Framework # %% import os import pandas as pd import numpy as np from scipy.signal import savgol_filter from itertools import combinations from sklearn.cross_decomposition import PLSRegression from sklearn.model_selection import...
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# %% [markdown] # # Topological Data Analysis (TDA) of PDGFR-β+ cells # %% [markdown] # ## Preview # # This notebook reports the topological data analysis (TDA) for PDGFR-β cells in specific brain regions (injured striatum and cortex, and perilesional tissue). Please note that this notebook runs Python code. # # **...
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# %% from rdkit import Chem from rdkit.Chem.Draw import SimilarityMaps from rdkit.Chem import AllChem from rdkit.Chem import Draw from rdkit.Chem.Draw import IPythonConsole IPythonConsole.ipython_useSVG=True IPythonConsole.drawOptions.addAtomIndices=True from rdkit.Chem.rdDepictor import Compute2DCoords from rdkit.Chem...
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# %% [markdown] # # Principal Component Analysis (PCA) Feature Selection (FS) Framework # %% import os import sys import gc import pandas as pd import numpy as np from scipy.signal import savgol_filter from itertools import combinations from sklearn.decomposition import PCA from sklearn.decomposition import SparsePC...
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# %% import sys if "../" not in sys.path: sys.path.append("../") import numpy as np import pandas as pd import matplotlib.pyplot as plt from matplotlib import cm import sys import os from os import path from scipy import stats, signal, ndimage from tqdm.notebook import tqdm import math import time import pickle impor...
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# %% %matplotlib inline import glob import h5py import numpy as np from brainspace.gradient import GradientMaps from brainspace.gradient import alignment import matplotlib.pyplot as plt import matplotlib.cm as cm from sklearn.decomposition import PCA import helpers # Loading surface mask and distance matrices (for ...
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# %% [markdown] # # Ensemble Feature Selection (EFS) Framework # %% import os import pandas as pd import numpy as np import math from scipy.signal import savgol_filter from itertools import combinations # mrmr from mrmr import mrmr_classif # all reliefF import skrebate as skr from sklearn.feature_selection import S...
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# %% [markdown] # # Analysis of IMAGEN's questionnaires: # 1. Demographics # 2. Substance use # 3. Psychological assessments # 4. Socio-economic status # # Reference documentation links: # * IMAGEN's native documentation: https://imagen-europe.com/resources/imagen-dataset/documentation/ # * Our local documentation: ht...
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# %% [markdown] # # Figures of: Ubiquitous lognormal distribution of neuron densities in mammalian cerebral cortex # # This notebook contains all the code necessary to reproduce the figures from: # ``` # A. Morales-Gregorio, A. van Meegen, and S. van Albada (2023) Ubiquitous lognormal distribution of neuron densities ...
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# %% [markdown] # # Bubble plots indicating ROC-AUC and direction of gene expression based on composite score # %% # IMPORT STATEMENTS import cv2 import re import numpy as np from matplotlib import pyplot as plt from mpl_toolkits.axes_grid1 import make_axes_locatable, axes_size import matplotlib.patches as patches imp...
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# %% import os PODCAST_ROOT = os.environ.get("PODCAST_ROOT", "/engram/naplab/users/rs4613/Podcast") # set to your copy of the dataset # %% [markdown] # #### ChatGPT was used to assist writing code. The authors reviewed, edited, and take full responsibility for the content. # %% root_dir = f'{PODCAST_ROOT}' base_dir...
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# %% ver = 'posthoc-cc3' # %% [markdown] # # Code of the final analyses performed for the paper: # Date created (`posthoc-cc-*`): 20 July 2022<br> # Date last updated (`posthoc-cc2-*`): 18 Oct 2022<br> # Reran analysis with a bugfix (`posthoc-cc3-*`): 13 July 2023 | Cell sections marked with comment `@@cc3_skip` we...
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Copyright [2019] [Jean Dumoncel] This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it...
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Copyright (C) 2019 Ian Kinsella This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distribut...
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Copyright 2020 Oliver Guhr Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense...
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Copyright (c) 2020 Acellera Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicens...
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MIT License Copyright (c) 2021 GMUM Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, ...
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MIT License Copyright (c) Lutz Roeder Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute...
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MIT License Copyright (c) 2023 bioAI Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute,...
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MIT License Copyright (c) 2022 MLFPM Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute,...
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MIT License Copyright (c) 2018 Dawn90 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute...
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MIT License Copyright (c) 2018 THUNLP Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute...
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MIT License Copyright (c) 2023 YJ-0000 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribut...
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MIT License Copyright (c) 2022 yueteng Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribut...
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MIT License Copyright (c) 2022 JianJi Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribut...
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MIT License Copyright (c) 2023 rkushol Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribut...
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MIT License Copyright (c) 2020 KIT-IBT Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribut...
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MIT License Copyright (c) 2023 Yaozhi Lu Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2021 srahayel Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribu...
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MIT License Copyright (c) 2023 Liu Yang Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribu...
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MIT License Copyright (c) 2022 SLAC Lab Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribu...
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MIT License Copyright (c) 2026 dslaborg Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribu...
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MIT License Copyright (c) 2023 Mahsa000 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribu...
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MIT License Copyright (c) 2020 AlGoulas Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribu...
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MIT License Copyright (c) 2023 midas.lab Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2022 Junhao Li Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2023 Jan Boelts Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distri...
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MIT License Copyright (c) 2023 LockyChao Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2022 Rob Olson Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2021 f-lamanna Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2023 Yuqi Tian Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2018 Haojie Ye Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2022 Spencerfar Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distri...
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MIT License Copyright (c) 2022 MathLoser Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2023 Marti1513 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2020 Ming Wang Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distrib...
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MIT License Copyright (c) 2022 Jacob Stern Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distr...
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MIT License Copyright (c) 2021 RoshanRane Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distri...
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MIT License Copyright (c) 2022 yyLabPhysAI Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distr...
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MIT License Copyright (c) 2023 NARAYNAN888 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distr...
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MIT License Copyright (c) 2023 Harry Carey Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distr...
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MIT License Copyright (c) 2023 Fabi Prezja Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distr...
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MIT License Copyright (c) 2021 QuaDBio Lab Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distr...
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MIT License Copyright (c) 2022 Tom Hähnel Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distri...
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MIT License Copyright (c) 2023 Syed Hasnat Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distr...
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MIT License Copyright (c) 2022 Jacó Cirino Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distr...
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MIT License Copyright (c) 2023 Helmholtz AI Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dist...
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# MIT License Copyright (c) 2022 Yifan Zhou Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dist...
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MIT License Copyright (c) 2023 NinaRoessler Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dist...
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MIT License Copyright (c) 2019 Tom Christie Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dist...
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MIT License Copyright (c) 2023 Toygar Tanyel Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dis...
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MIT License Copyright (c) 2023 Damian Wilary Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dis...
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MIT License Copyright (c) 2021 tungtokyo1108 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dis...
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MIT License Copyright (c) 2018 tangsanli5201 Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, dis...
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MIT License Copyright (c) 2019 Kumar Shridhar Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, di...
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MIT License Copyright (c) 2023 Furkan Ozcelik Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, di...
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MIT License Copyright (c) 2023 Erik Nordquist Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, di...
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MIT License Copyright (c) 2022 Dieuwke Hupkes Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, di...
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MIT License Copyright (c) 2022 Mathilde Lapoix Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, d...
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MIT License Copyright (c) 2019 Ullrich Bartsch Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, d...
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MIT License Copyright (c) 2023 Kendell Clement Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, d...
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MIT License Copyright (c) 2018 Pariente Manuel Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, d...
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MIT License Copyright (c) 2024 Zheng-Meng Zhai Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, d...
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MIT License Copyright (c) 2023 Allen Institute Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, d...
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MIT License Copyright (c) 2023 Darik A O’Neil Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, di...
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MIT License Copyright (c) 2018 Abhijit Guha Roy Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, ...
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MIT License Copyright (c) 2023 AI Lab at Moadata Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish,...
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The MIT License (MIT) Copyright (c) 2021, SB-MT Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, ...
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MIT License Copyright (c) 2023 Irfan Al-Hussaini Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish,...
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MIT License Copyright (c) 2022 Ilias Rentzeperis Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish,...
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MIT License Copyright (c) 2022 Alejandro Martinez Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish...
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MIT License Copyright (c) 2022 Viacheslav Danilov Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish...
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MIT License Copyright (c) 2021 Alexander Tschantz Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish...
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MIT License Copyright (c) 2023 ActiveNeuroImaging Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish...
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MIT License Copyright (c) 2020 Jonas Rauber et al. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publis...
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MIT License Copyright (c) 2021 www.compscience.org Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publis...
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MIT License Copyright (c) 2022 Marc Thierry Lehner Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publis...
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MIT License Copyright (c) 2023 matthias-brucklacher Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publi...
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Copyright (c) 2020 Jacob L. Steenwyk and contributors Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publ...
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MIT License Copyright (c) 2022 Radia Rayan Chowdhury Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publ...
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The MIT License (MIT) Copyright (c) 2022 Noam Keidar Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publ...
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The MIT License (MIT) Copyright (c) 2016 gulyasmarton Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, pub...
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MIT License Copyright (c) 2022 Júlia Vianna Gallinaro Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, pub...