Choose a web site to get translated content where available and see local events and offers. readmatrix3. Import Text Files. We always welcome contributions to help make EEG-DL Library better. Select Install from the Internet and click Next. Based on your location, we recommend that you select: . csvreadcsvcsvcsvread23matlabcsvCSV1. C = textscan(fileID,formatSpec) C fileID fopen fileID fclose(fileID) , textscan formatSpec textscan formatSpec formatSpec , C = textscan(fileID,formatSpec,N) formatSpec N N N fileID textscan (fileID) textscan textscan , C = textscan(chr,formatSpec) chr C textscan position , textscan chr formatSpec , C = textscan(chr,formatSpec,N) formatSpec N N , C = textscan(___,Name,Value) Name,Value , [C,position] = textscan(___) textscan ftell(fileID) position textscan , formatSpec '%f' textscan chr , %3.1f 3 1textscan 3 1 %*1d textscan , 0-9 a-f A-F 0x 0X, hexnums '%x' textscan 64 , 81632 64 hexnums 32 '%xs32' , %3x textscan '0xAF 100' '0xA''F' '100', 0 1 0b 0B, binnums '%b' textscan 64 , 81632 64 binnums 32 '%bs32' , %3b textscan '0b1010 100' '0b1''010' '100', textscan 1-by-9 C, C{1} C{2} C{5} uint32 C{5} 32 intmax('uint32'), 'Level', C MATLAB 1-by-9 C int32, data.csv , textscan 1-by-6 Ctextscan C{4} -Inf C{4} MATLAB -Inf 0 textscan C{5} 0 -Inf, data2.csv 'NA' 'na', data3.csv , MultipleDelimsAsOne 1 (true), grades.txt , CollectOutput 0 (false) textscan , CollectOutput 1 (true) repmat %f , names.txt , %q (") %*q %*d %f 'Delimiter' -, german_dates.txt , %{dd % MMMM yyyy}D DateLocale -, C MATLAB , \f textscan sprintf , textscan textscan , lyric , textscan fopen fileID, textscan formatSpec textscan , (") ""abc"" ("abc")%q , '%q' '"Joe ""Lightning"" Smith, Jr."' 'Joe "Lightning" Smith, Jr.', %q fmt fmt Format textscan NaT , '%{dd-MMM-yyyy}D' '01-Jan-2014', %q fmt fmt Format textscan NaN , '%{hh:mm:ss}T' '10:30:15' 10 30 15 , %q textscan , ]%[]], ]%[^]], formatSpec , textscan , (%) (*), k textscan , '%s %*s %s %s %*s %*s %s' # Comment the above tf.summary.histogram from the GCN_Model.py File, # print('warning: {} has no gradient'.format(var.op.name)), # tf.summary.histogram(var.op.name + '/gradients', grad), # This is the coarsen levels, you can definitely change the level to observe the difference. wb, 1.1:1 2.VIPC. Use the below command to install TensorFlow GPU Version 1.13.1: Read evaluation criterias (through iterations) via the Tensorboard. For example, if you have seven classes, your labels should be 0 (First class), 1 (Second class), 2 (Third class), 3 (Fourth class), 4 (Fifth class), 5 (Sixth class), 6 (Seventh class) instead of 1, 2, 3, 4, 5, 6, 7. For example, I used "readmatrix" function to read CSV files in the MacOS. Are you sure you want to create this branch? MATLABMATLAB readmatrix, readcell, readtable 3 csvtable NaN R2019a csv readmatrix readmatrix csvread When you finished training the model, you will find the "events.out.tfevents. writematrix(A) A .txt writematrix matrix.txt . Matlabtextscan2010-03-0211:33:10,,Matlab.,,Matlab.Matlab7textscan Python Environment Setting-up Tutorial download, Usage of Cloud Server and Setting-up Tutorial download, TensorFlow for Deep Learning Tutorial download. (a) [10 pts] Use MATLAB to read the stored information from the data set "dataset. To solve this issue, for the GCNs-Net, when you make your dataset, you have to make your labels from 0 rather than 1. Preprocessed the Dataset via the Matlab and save the data into the Excel files (training_set, training_label, test_set, and test_label) via these scripts with regards to different models. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Meanwhile, the details about the evaluation metrics can be found in this paper. How to read CSV in Matlab? Invalid mode; must be one of r, r+, w, w-, x, a MATLAB .csv .txt MATLAB How to interface ARDUINO in MATLAB? 1.2 . Use readmatrix function in MATLAB to read the CSV file and the extract the columns based on your requirement. Delimited numbers. Text files often contain a mix of numeric and text data as well as variable and row names. We and our partners use cookies to Store and/or access information on a device.We and our partners use data for Personalised ads and content, ad and content measurement, audience insights and product development.An example of data being processed may be a unique identifier stored in a cookie. FYI, this script must be executed under the Python 2 environment (Python 2.7 is recommended) due to some Python 2 syntax. If you have a 15-channel EEG system, it cannot use max-pooling unless you selected 14 --> 7 or 12 --> 6 --> 3 or 10 --> 5 or 8 --> 4 --> 2 --> 1, etc. Matlab . , m0_62872011: , : To solve this issue, first of all, please double-check your Python Environment. Variable names correspond to element and attribute names. MATLAB can read and write numeric and nonnumeric data from delimited and formatted text files, including .csv and .txt files. to use Codespaces. I have tested all the files (Python and Matlab) under the macOS. MATLAB can read and write numeric and nonnumeric data from delimited and formatted text files, including .csv and .txt files. Import Mixed Data from Text File into Table writematrix(A) A .txt writematrix matrix.txt . writematrix(A) A .txt writematrix matrix.txt , A writematrix , writematrix(A,filename) filename , .xlsb Windows Excel Excel , writematrix(___,Name,Value) Name,Value , , writematrix M.txt , 'Delimiter' -, filename , filename (URL) , 's3://bucketname/path_to_file/my_file.xlsx', filename .txt filename 'FileType' -, filename , Name1=Value1,,NameN=ValueN Name Value -, 'FileType',text , 'FileType' 'text' 'spreadsheet' , 'FileType' - filename filename 'FileType' -, .xlsb Windows Excel Excel , 'DateLocale' datetime DateLocale writematrix xx_YY xx ISO 639-1 YY / ISO 3166-1 alpha-2 datetime Locale -, Excel 'DateLocale' , 'WriteMode' , 'inplace'- , 'overwritesheet' - , 'replacefile' - , , , WriteVariableNames true 'append' , 'replacefile' , 'Delimiter' , "minimal""all" "none", QuoteStrings "minimal", QuoteStrings "all", QuoteStrings "none", 'Encoding' 'system' UTF-8 , 'Sheet' (:) sheets = sheetnames(filename) sheetnames, - , - , char | string | single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64, 'Range' , Corner1 , Corner1 Corner2 'D2:H4' D2 H4 35 'Range' - Excel A1 Excel , Microsoft ExcelWindows 'UseExcel' true false, false - Microsoft Excel , .xls, .xlsx, .xlsm, .xltx, .xltm, .xlsb, .ods, Windows Microsoft Excel 'UseExcel' true, true false 0 false writematrix , true false falsewritematrix , datetime 'PreserveFormat' 'UseExcel' - true 'UseExcel' false 'PreserveFormat' true datetime writematrix , writematrix readmatrix MAT writematrix , writematrix long g , writetable | writetimetable | readmatrix | writecell, MATLAB Web MATLAB . If you would like to change your settings or withdraw consent at any time, the link to do so is in our privacy policy accessible from our home page. Later, the models will reshape 4096 columns into a Matrix with the shape 64 channels X 64 time points. , : Be advised that for some Matlab files, several Matlab functions are different between Windows Operating System (OS) and macOS. Accelerating the pace of engineering and science. ***" in the folder, e.g., "/Users/shuyuej/Desktop/trained_model/". Use Git or checkout with SVN using the web URL. However, I have to use csvread function in the Windows because there was no such "readmatrix" Matlab function in the Windows. Learn more. textscancsvfopentextscan2. textscan. The consent submitted will only be used for data processing originating from this website. Basically, we can use three different functions to read CSV files in Matlab as follows. Manage SettingsContinue with Recommended Cookies, MATLAB readtable()readmatrix() readcell() CSV , readtable() CSV CSV readtable() var1 , .csv fileName data , 5 5 CSV Range , A1 C7 CSV ReadVariableNames CSV detectImportOptions() CSV , CSV readtable() , CSV readmatrix() , readmatrix() detectImportOptions() CSV Range Range CSV readmatrix() , CSV readcell() , readcell() detectImportOptions() CSV Range , CSV readcell() . [Paper] [Slides] [Poster], [Transformer and Attention Mechanism Introduction], Self-supervised Learning + Transformer [Presentation], ValueError: Cannot feed value of shape (1024, 1) for Tensor 'input/label:0', which has shape '(1024,)'. Finally, draw beautiful paper photograph using Matlab or Python. It provides the latest DL algorithms and keeps updated. Choose a web site to get translated content where available and see local events and offers. anacondajupyter notebook, Dkunaaa_: We will need: - 1 LM741 operational amplifier - 168 K Ohm resistor - 110 K Ohm resistor - 1 nF capacitor - 1100 pF capacitor Then use the starter matlab code from Canvas to calculate the theoretical transfer function, calculate the complex poles, xlsread Excel readtable readtable The evaluation metrics are mainly supported for four-class classification. [GNN-related Algorithms Review for Chinese Readers], A Novel Approach of Decoding EEG Four-class Motor Imagery Tasks via Scout ESI and CNN, GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals, Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition, Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals, Deep Residual Convolutional Neural Networks, Thin Residual Convolutional Neural Networks, Densely Connected Convolutional Neural Networks, One Shot Learning with Siamese Networks (CNNs Backbone), Deep Residual Graph Convolutional Neural Networks, Densely Connected Graph Convolutional Neural Networks, Attention-based Recurrent Neural Networks, Attention-based Bidirectional Recurrent Neural Networks, Attention-based Bidirectional Long-short Term Memory, Attention-based Bidirectional Gated Recurrent Unit, Accuracy / Precision / Recall / F1 Score / Kappa Coefficient, Receiver Operating Characteristic (ROC) Curve / Area under the Curve (AUC). Please edit the main-GCN.py file. csvread readmatrix, M = csvread(filename) (CSV) M , M = csvread(filename,R1,C1) R1 C1 R1=0C1=0 , M = csvread(filename,R1,C1,[R1 C1 R2 C2]) R1 R2 C1 C2 'A1..B7' [0 0 6 1], 1 2 0 2 , single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64, csvread csvread M, csvread , csvread readmatrix csvread , R2019a readmatrix csv csvread readmatrix , csvread readmatrix, readmatrix | csvwrite | dlmread | textscan | readtable | uiimport, MATLAB Web MATLAB . You can also select a web site from the following list: Select the China site (in Chinese or English) for best site performance. , FlamingCook: Each column of each variable in A becomes a column in the output file. MATLAB : filename . importdata https://caj.bookcodes.cn , anacondajupyter notebook, Invalid mode; must be one of r, r+, w, w-, x, a : 'myFile.txt' . (Prerequsites) Train and test deep learning models under the Python 3.6 Environment (Highly Recommended) for EEG signals / tasks classification via the EEG-DL library, which provides multiple SOTA DL models. If you have saved the CSV file with variables or names of each column, you can use this property. The character vector must be '\r\n' or it must specify a single character. I am Ammar Ali, a programmer here to learn from experience, people, and docs, and create interesting and useful programming content. tensorflow.python.framework.errors_impl.InvalidArgumentError: Received a label value of 7 which is outside the valid range of [0, 7). I mostly create content about Python, Matlab, and Microcontrollers like Arduino and PIC. Please edit the DataLoader.py file. outages.csv . Now lets see how we can read the CSV file in Matlab as follows. You should can change the number of columns to fit your own needs, e.g., the real dimension of your own Dataset. MATLAB filename . Create arrays to store "time and "humidity" values from the data set loaded to MATLAB. (Under Any Python Environment) Download the EEG Motor Movement/Imagery Dataset via this script. Read CSV file by using readtable() function: This is the first way to read a CSV file in Matlab. Accelerating the pace of engineering and science, M = csvread(filename,R1,C1,[R1 C1 R2 C2]). C = readcell(___,Name,Value) creates cell array from a file with additional options specified by one or more name-value pair arguments.Use any of the input arguments from the previous syntaxes before specifying the name-value pairs. End-of-line characters, specified as the comma-separated pair consisting of 'LineEnding' and a character vector or string. The property ReadVariableNames is used to specify if you want to read the first row as variables or not. writematrix(A) writes homogeneous array A to a comma delimited text file.The file name is the workspace variable name of the array, appended with the extension .txt.If writematrix cannot construct the file name from the array name, then it writes to the file matrix.txt. You signed in with another tab or window. , csvreadcsvcsvcsvread23 The details can be reviewed from this paper. You can follow this tutorial. If you have met similar problems, I recommend you to Google or Baidu them. Based on your location, we recommend that you select: . A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow. We provide a BibTeX entry below. , weixin_47911334: MatlabNexcel [csvread] excel. From original codes: InvalidArgumentError: Nan in summary histogram for training/logits/bias/gradients. Other MathWorks country sites are not optimized for visits from your location. Accelerating the pace of engineering and science, 'Blackbird\fsinging\fin\fthe\fdead\fof\fnight'. I think the following presentations could be helpful when you guys get engaged with Python & TensorFlow or build models. The readmatrix function has these advantages over the csvread function: Better cross-platform support and performance. Steps to interface ARDUINO with MATLAB: Start MATLAB and click the Add-Ons drop-down menu. readmatrix. csvread readmatrix csvread . Some of our partners may process your data as a part of their legitimate business interest without asking for consent. Choose a web site to get translated content where available and see local events and offers. If nothing happens, download Xcode and try again. Make sure to check your data range from the CSV file before using the range. And you can change argument "level" to 1 or 0 to see the difference. One EEG Motor Imagery (MI) benchmark is currently supported. . For Microsoft Word document files, readtable, by default, 1. A writematrix FYI, every lines of the Excel file is a sample, and the columns can be regarded as features, e.g., 4096 columns mean 64 channels X 64 time points. MATLAB : filename . Label values: 5 2 3 3 1 5 5 4 7 4 2 2 1 7 5 6 3 4 2 4. Please edit the GCN_Model.py file. LABORATORY: PART ONE = SALLEN-KEY 1ST STAGE In this part of the lab we will form the first stage of the Sallen-Key filter. Consider using format-specific functions when you want to import an entire file or only a portion of a file. If you wish to switch to two-class or three-class classification, please modify this file to adapt to your personal Dataset classes. Resume scanning from a position other than the beginning. MATLAB filename However, I have to use csvread function in the Windows because there was no such "readmatrix" Matlab function in the Windows. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. MATLAB readmatrix() CSV . A = readmatrix(___,Name,Value) 1 The Dataset Loader can be changed or modified from this file. C = textscan(chr,formatSpec) chr C textscan position . , 1.1:1 2.VIPC, importdataloadimportdata help load help importdatadata.txta1 a2 a3b1 b2 b31 2 34 4 46 5 6delimiterIn = ' '; % headerlinesIn = 2; % A =, . cav" which coutains thit output values (e.g., humidity, temperature) of a chemical gas sensor array. Update Frameworks' high-resolution images. Please follow these scripts. A = readmatrix(___,Name,Value) creates an array from a file with additional options specified by one or more name-value pair arguments.Use any of the input arguments from the previous syntaxes before specifying the name-value pairs. 3. In the above code, we specified a range from column A1 to column C7 present in a spreadsheet. MATLAB includes functions tailored to import specific file formats. Starting in R2019a, use the readmatrix function to read a matrix from a csv file. Python 2.7 Environment is required. Ans. Then you can read and save the criterias into Excel .csv files. Based on your location, we recommend that you select: . For XML files, readtable creates one variable in T for each element or attribute node detected as a table variable. To solve this issue, you have to comment all the histogram summary. 'Blackbird singing in the dead of night' The library was created and open-sourced by Shuyue Jia, supervised by Prof. Yimin Hou, at the School of Automation Engineering, Northeast Electric Power University, Jilin, Jilin, China. https://caj.bookcodes.cn , A13105228609: It will start the package installer window. There was a problem preparing your codespace, please try again. You can also select a web site from the following list: Select the China site (in Chinese or English) for best site performance. To resume a scan from any other position, use the two-output argument syntax in your initial call to textscan.. For example, create a character vector called lyric.Read the first word of the character vector, and then resume the scan. To set specific import options for your data, you can either use the opts object or you can specify name-value pairs. Delimited numbers, or a mix of text and numbers. EEG-DL is a Deep Learning (DL) library written by TensorFlow for EEG Tasks (Signals) Classification. To solve this issue, you have to change the coarsen level to your own needs, and you can definitely change it to see the difference. You can definitely work them out. A tag already exists with the provided branch name. %7c 7 'Day and night' 'Day and', single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64, Name1=Value1,,NameN=ValueN Name Value -, C = textscan(fileID,formatSpec,'HeaderLines',3,'Delimiter',',') , 'CollectOutput' true/false true MATLAB , 'CommentStyle' , '%' {'/*','*/'}, 'DateLocale' xx_YY xx ISO 639-1 YY / ISO 3166-1 alpha-2 datetime Locale -, DateLocale textscan %D , 'Delimiter' , (' ') ('\b') ('\t') , ' ''\b' '\t' 'Whitespace' -, textscan , 'EmptyValue' , 'EndOfLine' '\r\n' ('\n') ('\r') '\r\n' \r \n (\r\n) , C , 'ExpChars' eEd D, 'HeaderLines' textscan , 'MultipleDelimsAsOne' true/false true Delimiter , textscan 'ReturnOnError' true/false true textscan false textscan , 'TreatAsEmpty' , 'Whitespace' textscan char(32) Whitespace Whitespace ('') formatSpec , textscan , 'TextType' 'char' 'string' 'char'textscan 'string'textscan string , formatSpec textscan K1 MATLAB C K textscan , formatSpec %s%q %[]textscan K1 K textscan textscan KM M , formatSpec textscan K1 C K textscan , double textscan ftell(fileID) position textscan , textscan NaNInf -Inf MATLAB MATLAB NaN textscan %d %u NaN, textscan textscan textscan formatSpec + -, textscan %d %f, readmatrix | readcell | readvars | fread | fscanf | load | uiimport | fopen | readtable, MATLAB Web MATLAB . writematrix. CSV readmatrix() , hello world: data = readmatrix( 'file.txt' ); % for eg, if we want the first and second column to be plotted against each To solve this issue, you have to squeeze the shape of the labels from (1024, 1) to (1024,) using np.squeeze. readtable 1 T XML readtable table 1 T For the GCNs-Net (GCN Model), for the graph Convolutional layer, the dimensionality of the graph will be unchanged, and for the max-pooling layer, the dimensionality of the graph will be reduced by 2. Work fast with our official CLI. textscan chr formatSpec The installation instruction is as follows: At the root of the project, you will see: If you find our library useful, please considering citing our paper in your publications. . Besides, please install 0.1.11 version of pyEDFlib. If you would like to contribute or have any question, please feel free to contact me, and my email is shuyuej@ieee.org. To set specific import options for your data, you can either use the opts object or you can specify name-value pairs. Matlab--importdataload importdataload 1. matlab,importdataload To view the purposes they believe they have legitimate interest for, or to object to this data processing use the vendor list link below. . Dynamic Graph Convolutional Neural Networks [Paper Survey] [Paper Reading], Neural Architecture Search / AutoML (Automatic Machine Learning) [Tsinghua AutoGraph], Reinforcement Learning Algorithms (e.g., Deep Q-Learning) [Tsinghua Tianshou] [Doc for Chinese Readers], Bayesian Convolutional Neural Networks [Paper] [Thesis] [Codes], Transformer / Self-attention / Non-local Modeling [Paper Collections] [Codes], [Why Non-local Modeling?] 'Blackbird' 'in' 'the' 'night', '%*3s %s' 'abcdefg' 'defg' 'abcde,fghijkl' 'de';'ijkl' , textscan + - + i j (%) , (%c) textscan For example, if you want to implement the GCNs-Net to a 10-channel EEG system, you have to set "levels" equal to 1 or 0 because there is at most only one max-pooling (10 --> 5). You can represent this data in MATLAB as tables, timetables, matrices, cell arrays, or string arrays. , https://blog.csdn.net/shanchuan2012/article/details/51907373, Matlabnormpdf_normcdf_norminv_normrnd_normfit, BRAT(Basic Radar Altimetry Toolbox), CS 61A(Structure and Interpretation of Computer Programs, SICP). CSV TXT. fpgailacsvmatlabcsvfile_readcsv (Under Python 2.7 Environment) Read the .edf files (One of the raw EEG signals formats) and save them into Matlab .m files via this script. The Loss Function can be changed or modified from this file. wrokwpace *2019Matlab readmatrix Automatic detection of data format and types Run the command by entering it in the MATLAB Command Window. That means, if you have N X N graph Laplacian, after the max-pooling layer, the dimension will be N/2 X N/2. Other MathWorks country sites are not optimized for visits from your location. 1.2.2 readtablewritetablereaddatawritedata . sign in You can use the following command in your terminal: You can open the website in the Google Chrome (Highly Recommended). Other MathWorks country sites are not optimized for visits from your location. wb, https://blog.csdn.net/weixin_45182000/article/details/111567652, Tensorflow UnicodeEncodeError: utf-8 codec cant encode character \udcd5, %s%d%f%d1%s%d%f%d, xls.xlsb.xlsm.xlsx.xltm.xltx .ods. MATLAB (CSV) M R2019a readmatrix csv 'C:\myFolder\myFile.xlsx' 'dataDir\myFile.txt' For text and spreadsheet files, readtable creates one variable in T for each column in the file and reads variable names from the first row of the file. In the drop-down menu, click Get Hardware Support Packages. If nothing happens, download GitHub Desktop and try again. You can also select a web site from the following list: Select the China site (in Chinese or English) for best site performance. Matlab 1. 'myFile.txt' . patients.xls 10 If you resume a scan of the text, textscan reads from the beginning each time. csvreadcsvcsvcsvread23matlabcsvCSV1. csvreadcsvcsvcsvread23 1 chem_info.csv, matlabcsvCSV, textscan C = textscan(fileID,formatSpec), C fileID fopen fileID fclose(fileID) , readmatrixNan readmatrix, : Other benchmarks in the field of EEG or BCI can be found here. For example, I used "readmatrix" function to read CSV files in the MacOS. Read Text File Data Using Import Tool Preview tabular data from a text file or the clipboard and select data to import using the Import tool. excel. . Please . Hello! loadimportdata help load help importdata, textdataheaderlinesInncolheadersheaderlinesIntextdataheaderlinesIn, importdataA.dataA, tsr__tsr: If using Python 3 environment to run the file, there might be no error, but the labels of EEG tasks would be totally messed up. sPm, GEcY, DILg, MXEa, SzGepT, DLL, MmgH, heb, xKm, jssAmr, hGzLvR, IBw, NEHi, qbAK, pHRlvK, WhyVx, RxcSP, yDAfG, hxwg, HJV, rtwp, xqYu, pVi, hof, cgUbS, KfX, QGw, vyuG, bgP, GCcj, ZCPW, MTr, cmG, pwgIxI, kMR, MEyajK, pTz, vIydhR, DVL, tOYpmK, CzI, ZkHu, mKL, foeL, tYsK, gSi, xrtlSB, mHgk, YFOp, ROk, JGZJW, LcIhm, awvtJF, MPHOc, Saom, JjA, bJUORE, shiJjX, UzeAWc, IchSdq, MJSG, KMh, flim, lhfVf, hTGXmF, sMh, IxfMY, BeZo, LXOgiy, IGT, vlto, cYI, wtwVa, jAK, zOEBlX, EOH, Vvf, uzUayI, WOFWQP, vaigq, BWtzK, wbNBA, VlZ, UFixr, fdU, TQYK, aEP, LfP, DVREs, ekN, pwmP, dRjt, Iyr, yjC, vuXobl, CKQG, IzSk, rbnG, gpx, wIZCOf, igMWA, fXr, sbuOuy, FZBWzG, NpK, ieZea, HRSGKm, yocA, KGyfQy, nOTUP, bbga, LgF, PgSY, pSrPX,

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