Upload folder using huggingface_hub

Avg_clipping_percentage/clipping_percentage_per_duration0-5_bin.json

@@ -0,0 +1,12 @@
+{
+  "0.0-0.5": 0.0015640640631318092,
+  "0.5-1.0": 0.0023484863340854645,
+  "1.0-1.5": 0.0006299728411249816,
+  "1.5-2.0": 0.0005604467587545514,
+  "2.0-2.5": 0.0005083814030513167,
+  "2.5-3.0": 0.00045701026101596653,
+  "3.0-3.5": 0.0004238591354805976,
+  "3.5-4.0": 0.0003857531992252916,
+  "4.0-4.5": 0.00036373778129927814,
+  "4.5-5.0": 0.0003626145189628005
+}

Avg_clipping_percentage/clipping_percentage_per_duration10-15_bin.json

@@ -0,0 +1,12 @@
+{
+  "10.0-10.5": 0.00019507626711856574,
+  "10.5-11.0": 0.00023673640680499375,
+  "11.0-11.5": 0.0002045494766207412,
+  "11.5-12.0": 0.00020710841636173427,
+  "12.0-12.5": 0.0001496026525273919,
+  "12.5-13.0": 0.0001497027842560783,
+  "13.0-13.5": 0.00017060247773770243,
+  "13.5-14.0": 0.0001604727585799992,
+  "14.0-14.5": 0.00020994043734390289,
+  "14.5-15.0": 0.0001546824787510559
+}

Avg_clipping_percentage/clipping_percentage_per_duration15-20_bin.json

@@ -0,0 +1,12 @@
+{
+  "15.0-15.5": 0.000150651452713646,
+  "15.5-16.0": 9.841057908488438e-05,
+  "16.0-16.5": 9.581237827660516e-05,
+  "16.5-17.0": 7.542466482846066e-05,
+  "17.0-17.5": 9.398949623573571e-05,
+  "17.5-18.0": 0.0001302491727983579,
+  "18.0-18.5": 0.00013255620433483273,
+  "18.5-19.0": 7.432240090565756e-05,
+  "19.0-19.5": 0.00012014716776320711,
+  "19.5-20.0": 0.00015241223445627838
+}

Avg_clipping_percentage/clipping_percentage_per_duration20-25_bin.json

@@ -0,0 +1,12 @@
+{
+  "20.0-20.5": 8.375172183150426e-05,
+  "20.5-21.0": 9.735457570059225e-05,
+  "21.0-21.5": 0.00011229526717215776,
+  "21.5-22.0": 0.00011821564112324268,
+  "22.0-22.5": 8.023295231396332e-05,
+  "22.5-23.0": 7.622825796715915e-05,
+  "23.0-23.5": 0.00011981517309322953,
+  "23.5-24.0": 9.628497355151922e-05,
+  "24.0-24.5": 4.6907902287784964e-05,
+  "24.5-25.0": 0.00014088179159443825
+}

Avg_clipping_percentage/clipping_percentage_per_duration25-30bin.json

@@ -0,0 +1,12 @@
+{
+  "25.0-25.5": 0.0001256782707059756,
+  "25.5-26.0": 0.00013117508206050843,
+  "26.0-26.5": 0.00015420294948853552,
+  "26.5-27.0": 0.00018922823073808104,
+  "27.0-27.5": 0.00014075850776862353,
+  "27.5-28.0": 8.890077151590958e-05,
+  "28.0-28.5": 0.0001359157613478601,
+  "28.5-29.0": 0.00013646139996126294,
+  "29.0-29.5": 0.00013304251478984952,
+  "29.5-30.0": 0.00014411141455639154
+}

Avg_clipping_percentage/clipping_percentage_per_duration5-10_bin.json

@@ -0,0 +1,12 @@
+{
+  "5.0-5.5": 0.0003472212702035904,
+  "5.5-6.0": 0.0003200530190952122,
+  "6.0-6.5": 0.00030829160823486745,
+  "6.5-7.0": 0.00029336451552808285,
+  "7.0-7.5": 0.0002921998093370348,
+  "7.5-8.0": 0.00027784882695414126,
+  "8.0-8.5": 0.00025807099882513285,
+  "8.5-9.0": 0.0002543802256695926,
+  "9.0-9.5": 0.00020140870765317231,
+  "9.5-10.0": 0.0002334431919734925
+}

IME_DATA/bin/Activate.ps1

@@ -0,0 +1,247 @@
+<#
+.Synopsis
+Activate a Python virtual environment for the current PowerShell session.
+
+.Description
+Pushes the python executable for a virtual environment to the front of the
+$Env:PATH environment variable and sets the prompt to signify that you are
+in a Python virtual environment. Makes use of the command line switches as
+well as the `pyvenv.cfg` file values present in the virtual environment.
+
+.Parameter VenvDir
+Path to the directory that contains the virtual environment to activate. The
+default value for this is the parent of the directory that the Activate.ps1
+script is located within.
+
+.Parameter Prompt
+The prompt prefix to display when this virtual environment is activated. By
+default, this prompt is the name of the virtual environment folder (VenvDir)
+surrounded by parentheses and followed by a single space (ie. '(.venv) ').
+
+.Example
+Activate.ps1
+Activates the Python virtual environment that contains the Activate.ps1 script.
+
+.Example
+Activate.ps1 -Verbose
+Activates the Python virtual environment that contains the Activate.ps1 script,
+and shows extra information about the activation as it executes.
+
+.Example
+Activate.ps1 -VenvDir C:\Users\MyUser\Common\.venv
+Activates the Python virtual environment located in the specified location.
+
+.Example
+Activate.ps1 -Prompt "MyPython"
+Activates the Python virtual environment that contains the Activate.ps1 script,
+and prefixes the current prompt with the specified string (surrounded in
+parentheses) while the virtual environment is active.
+
+.Notes
+On Windows, it may be required to enable this Activate.ps1 script by setting the
+execution policy for the user. You can do this by issuing the following PowerShell
+command:
+
+PS C:\> Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser
+
+For more information on Execution Policies: 
+https://go.microsoft.com/fwlink/?LinkID=135170
+
+#>
+Param(
+    [Parameter(Mandatory = $false)]
+    [String]
+    $VenvDir,
+    [Parameter(Mandatory = $false)]
+    [String]
+    $Prompt
+)
+
+<# Function declarations --------------------------------------------------- #>
+
+<#
+.Synopsis
+Remove all shell session elements added by the Activate script, including the
+addition of the virtual environment's Python executable from the beginning of
+the PATH variable.
+
+.Parameter NonDestructive
+If present, do not remove this function from the global namespace for the
+session.
+
+#>
+function global:deactivate ([switch]$NonDestructive) {
+    # Revert to original values
+
+    # The prior prompt:
+    if (Test-Path -Path Function:_OLD_VIRTUAL_PROMPT) {
+        Copy-Item -Path Function:_OLD_VIRTUAL_PROMPT -Destination Function:prompt
+        Remove-Item -Path Function:_OLD_VIRTUAL_PROMPT
+    }
+
+    # The prior PYTHONHOME:
+    if (Test-Path -Path Env:_OLD_VIRTUAL_PYTHONHOME) {
+        Copy-Item -Path Env:_OLD_VIRTUAL_PYTHONHOME -Destination Env:PYTHONHOME
+        Remove-Item -Path Env:_OLD_VIRTUAL_PYTHONHOME
+    }
+
+    # The prior PATH:
+    if (Test-Path -Path Env:_OLD_VIRTUAL_PATH) {
+        Copy-Item -Path Env:_OLD_VIRTUAL_PATH -Destination Env:PATH
+        Remove-Item -Path Env:_OLD_VIRTUAL_PATH
+    }
+
+    # Just remove the VIRTUAL_ENV altogether:
+    if (Test-Path -Path Env:VIRTUAL_ENV) {
+        Remove-Item -Path env:VIRTUAL_ENV
+    }
+
+    # Just remove VIRTUAL_ENV_PROMPT altogether.
+    if (Test-Path -Path Env:VIRTUAL_ENV_PROMPT) {
+        Remove-Item -Path env:VIRTUAL_ENV_PROMPT
+    }
+
+    # Just remove the _PYTHON_VENV_PROMPT_PREFIX altogether:
+    if (Get-Variable -Name "_PYTHON_VENV_PROMPT_PREFIX" -ErrorAction SilentlyContinue) {
+        Remove-Variable -Name _PYTHON_VENV_PROMPT_PREFIX -Scope Global -Force
+    }
+
+    # Leave deactivate function in the global namespace if requested:
+    if (-not $NonDestructive) {
+        Remove-Item -Path function:deactivate
+    }
+}
+
+<#
+.Description
+Get-PyVenvConfig parses the values from the pyvenv.cfg file located in the
+given folder, and returns them in a map.
+
+For each line in the pyvenv.cfg file, if that line can be parsed into exactly
+two strings separated by `=` (with any amount of whitespace surrounding the =)
+then it is considered a `key = value` line. The left hand string is the key,
+the right hand is the value.
+
+If the value starts with a `'` or a `"` then the first and last character is
+stripped from the value before being captured.
+
+.Parameter ConfigDir
+Path to the directory that contains the `pyvenv.cfg` file.
+#>
+function Get-PyVenvConfig(
+    [String]
+    $ConfigDir
+) {
+    Write-Verbose "Given ConfigDir=$ConfigDir, obtain values in pyvenv.cfg"
+
+    # Ensure the file exists, and issue a warning if it doesn't (but still allow the function to continue).
+    $pyvenvConfigPath = Join-Path -Resolve -Path $ConfigDir -ChildPath 'pyvenv.cfg' -ErrorAction Continue
+
+    # An empty map will be returned if no config file is found.
+    $pyvenvConfig = @{ }
+
+    if ($pyvenvConfigPath) {
+
+        Write-Verbose "File exists, parse `key = value` lines"
+        $pyvenvConfigContent = Get-Content -Path $pyvenvConfigPath
+
+        $pyvenvConfigContent | ForEach-Object {
+            $keyval = $PSItem -split "\s*=\s*", 2
+            if ($keyval[0] -and $keyval[1]) {
+                $val = $keyval[1]
+
+                # Remove extraneous quotations around a string value.
+                if ("'""".Contains($val.Substring(0, 1))) {
+                    $val = $val.Substring(1, $val.Length - 2)
+                }
+
+                $pyvenvConfig[$keyval[0]] = $val
+                Write-Verbose "Adding Key: '$($keyval[0])'='$val'"
+            }
+        }
+    }
+    return $pyvenvConfig
+}
+
+
+<# Begin Activate script --------------------------------------------------- #>
+
+# Determine the containing directory of this script
+$VenvExecPath = Split-Path -Parent $MyInvocation.MyCommand.Definition
+$VenvExecDir = Get-Item -Path $VenvExecPath
+
+Write-Verbose "Activation script is located in path: '$VenvExecPath'"
+Write-Verbose "VenvExecDir Fullname: '$($VenvExecDir.FullName)"
+Write-Verbose "VenvExecDir Name: '$($VenvExecDir.Name)"
+
+# Set values required in priority: CmdLine, ConfigFile, Default
+# First, get the location of the virtual environment, it might not be
+# VenvExecDir if specified on the command line.
+if ($VenvDir) {
+    Write-Verbose "VenvDir given as parameter, using '$VenvDir' to determine values"
+}
+else {
+    Write-Verbose "VenvDir not given as a parameter, using parent directory name as VenvDir."
+    $VenvDir = $VenvExecDir.Parent.FullName.TrimEnd("\\/")
+    Write-Verbose "VenvDir=$VenvDir"
+}
+
+# Next, read the `pyvenv.cfg` file to determine any required value such
+# as `prompt`.
+$pyvenvCfg = Get-PyVenvConfig -ConfigDir $VenvDir
+
+# Next, set the prompt from the command line, or the config file, or
+# just use the name of the virtual environment folder.
+if ($Prompt) {
+    Write-Verbose "Prompt specified as argument, using '$Prompt'"
+}
+else {
+    Write-Verbose "Prompt not specified as argument to script, checking pyvenv.cfg value"
+    if ($pyvenvCfg -and $pyvenvCfg['prompt']) {
+        Write-Verbose "  Setting based on value in pyvenv.cfg='$($pyvenvCfg['prompt'])'"
+        $Prompt = $pyvenvCfg['prompt'];
+    }
+    else {
+        Write-Verbose "  Setting prompt based on parent's directory's name. (Is the directory name passed to venv module when creating the virtual environment)"
+        Write-Verbose "  Got leaf-name of $VenvDir='$(Split-Path -Path $venvDir -Leaf)'"
+        $Prompt = Split-Path -Path $venvDir -Leaf
+    }
+}
+
+Write-Verbose "Prompt = '$Prompt'"
+Write-Verbose "VenvDir='$VenvDir'"
+
+# Deactivate any currently active virtual environment, but leave the
+# deactivate function in place.
+deactivate -nondestructive
+
+# Now set the environment variable VIRTUAL_ENV, used by many tools to determine
+# that there is an activated venv.
+$env:VIRTUAL_ENV = $VenvDir
+
+if (-not $Env:VIRTUAL_ENV_DISABLE_PROMPT) {
+
+    Write-Verbose "Setting prompt to '$Prompt'"
+
+    # Set the prompt to include the env name
+    # Make sure _OLD_VIRTUAL_PROMPT is global
+    function global:_OLD_VIRTUAL_PROMPT { "" }
+    Copy-Item -Path function:prompt -Destination function:_OLD_VIRTUAL_PROMPT
+    New-Variable -Name _PYTHON_VENV_PROMPT_PREFIX -Description "Python virtual environment prompt prefix" -Scope Global -Option ReadOnly -Visibility Public -Value $Prompt
+
+    function global:prompt {
+        Write-Host -NoNewline -ForegroundColor Green "($_PYTHON_VENV_PROMPT_PREFIX) "
+        _OLD_VIRTUAL_PROMPT
+    }
+    $env:VIRTUAL_ENV_PROMPT = $Prompt
+}
+
+# Clear PYTHONHOME
+if (Test-Path -Path Env:PYTHONHOME) {
+    Copy-Item -Path Env:PYTHONHOME -Destination Env:_OLD_VIRTUAL_PYTHONHOME
+    Remove-Item -Path Env:PYTHONHOME
+}
+
+# Add the venv to the PATH
+Copy-Item -Path Env:PATH -Destination Env:_OLD_VIRTUAL_PATH
+$Env:PATH = "$VenvExecDir$([System.IO.Path]::PathSeparator)$Env:PATH"

IME_DATA/bin/activate

@@ -0,0 +1,70 @@
+# This file must be used with "source bin/activate" *from bash*
+# You cannot run it directly
+
+deactivate () {
+    # reset old environment variables
+    if [ -n "${_OLD_VIRTUAL_PATH:-}" ] ; then
+        PATH="${_OLD_VIRTUAL_PATH:-}"
+        export PATH
+        unset _OLD_VIRTUAL_PATH
+    fi
+    if [ -n "${_OLD_VIRTUAL_PYTHONHOME:-}" ] ; then
+        PYTHONHOME="${_OLD_VIRTUAL_PYTHONHOME:-}"
+        export PYTHONHOME
+        unset _OLD_VIRTUAL_PYTHONHOME
+    fi
+
+    # Call hash to forget past commands. Without forgetting
+    # past commands the $PATH changes we made may not be respected
+    hash -r 2> /dev/null
+
+    if [ -n "${_OLD_VIRTUAL_PS1:-}" ] ; then
+        PS1="${_OLD_VIRTUAL_PS1:-}"
+        export PS1
+        unset _OLD_VIRTUAL_PS1
+    fi
+
+    unset VIRTUAL_ENV
+    unset VIRTUAL_ENV_PROMPT
+    if [ ! "${1:-}" = "nondestructive" ] ; then
+    # Self destruct!
+        unset -f deactivate
+    fi
+}
+
+# unset irrelevant variables
+deactivate nondestructive
+
+# on Windows, a path can contain colons and backslashes and has to be converted:
+if [ "${OSTYPE:-}" = "cygwin" ] || [ "${OSTYPE:-}" = "msys" ] ; then
+    # transform D:\path\to\venv to /d/path/to/venv on MSYS
+    # and to /cygdrive/d/path/to/venv on Cygwin
+    export VIRTUAL_ENV=$(cygpath '/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA')
+else
+    # use the path as-is
+    export VIRTUAL_ENV='/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA'
+fi
+
+_OLD_VIRTUAL_PATH="$PATH"
+PATH="$VIRTUAL_ENV/"bin":$PATH"
+export PATH
+
+# unset PYTHONHOME if set
+# this will fail if PYTHONHOME is set to the empty string (which is bad anyway)
+# could use `if (set -u; : $PYTHONHOME) ;` in bash
+if [ -n "${PYTHONHOME:-}" ] ; then
+    _OLD_VIRTUAL_PYTHONHOME="${PYTHONHOME:-}"
+    unset PYTHONHOME
+fi
+
+if [ -z "${VIRTUAL_ENV_DISABLE_PROMPT:-}" ] ; then
+    _OLD_VIRTUAL_PS1="${PS1:-}"
+    PS1='(IME_DATA) '"${PS1:-}"
+    export PS1
+    VIRTUAL_ENV_PROMPT='(IME_DATA) '
+    export VIRTUAL_ENV_PROMPT
+fi
+
+# Call hash to forget past commands. Without forgetting
+# past commands the $PATH changes we made may not be respected
+hash -r 2> /dev/null

IME_DATA/bin/activate.csh

@@ -0,0 +1,27 @@
+# This file must be used with "source bin/activate.csh" *from csh*.
+# You cannot run it directly.
+
+# Created by Davide Di Blasi <davidedb@gmail.com>.
+# Ported to Python 3.3 venv by Andrew Svetlov <andrew.svetlov@gmail.com>
+
+alias deactivate 'test $?_OLD_VIRTUAL_PATH != 0 && setenv PATH "$_OLD_VIRTUAL_PATH" && unset _OLD_VIRTUAL_PATH; rehash; test $?_OLD_VIRTUAL_PROMPT != 0 && set prompt="$_OLD_VIRTUAL_PROMPT" && unset _OLD_VIRTUAL_PROMPT; unsetenv VIRTUAL_ENV; unsetenv VIRTUAL_ENV_PROMPT; test "\!:*" != "nondestructive" && unalias deactivate'
+
+# Unset irrelevant variables.
+deactivate nondestructive
+
+setenv VIRTUAL_ENV '/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA'
+
+set _OLD_VIRTUAL_PATH="$PATH"
+setenv PATH "$VIRTUAL_ENV/"bin":$PATH"
+
+
+set _OLD_VIRTUAL_PROMPT="$prompt"
+
+if (! "$?VIRTUAL_ENV_DISABLE_PROMPT") then
+    set prompt = '(IME_DATA) '"$prompt"
+    setenv VIRTUAL_ENV_PROMPT '(IME_DATA) '
+endif
+
+alias pydoc python -m pydoc
+
+rehash

IME_DATA/bin/activate.fish

@@ -0,0 +1,69 @@
+# This file must be used with "source <venv>/bin/activate.fish" *from fish*
+# (https://fishshell.com/). You cannot run it directly.
+
+function deactivate  -d "Exit virtual environment and return to normal shell environment"
+    # reset old environment variables
+    if test -n "$_OLD_VIRTUAL_PATH"
+        set -gx PATH $_OLD_VIRTUAL_PATH
+        set -e _OLD_VIRTUAL_PATH
+    end
+    if test -n "$_OLD_VIRTUAL_PYTHONHOME"
+        set -gx PYTHONHOME $_OLD_VIRTUAL_PYTHONHOME
+        set -e _OLD_VIRTUAL_PYTHONHOME
+    end
+
+    if test -n "$_OLD_FISH_PROMPT_OVERRIDE"
+        set -e _OLD_FISH_PROMPT_OVERRIDE
+        # prevents error when using nested fish instances (Issue #93858)
+        if functions -q _old_fish_prompt
+            functions -e fish_prompt
+            functions -c _old_fish_prompt fish_prompt
+            functions -e _old_fish_prompt
+        end
+    end
+
+    set -e VIRTUAL_ENV
+    set -e VIRTUAL_ENV_PROMPT
+    if test "$argv[1]" != "nondestructive"
+        # Self-destruct!
+        functions -e deactivate
+    end
+end
+
+# Unset irrelevant variables.
+deactivate nondestructive
+
+set -gx VIRTUAL_ENV '/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA'
+
+set -gx _OLD_VIRTUAL_PATH $PATH
+set -gx PATH "$VIRTUAL_ENV/"bin $PATH
+
+# Unset PYTHONHOME if set.
+if set -q PYTHONHOME
+    set -gx _OLD_VIRTUAL_PYTHONHOME $PYTHONHOME
+    set -e PYTHONHOME
+end
+
+if test -z "$VIRTUAL_ENV_DISABLE_PROMPT"
+    # fish uses a function instead of an env var to generate the prompt.
+
+    # Save the current fish_prompt function as the function _old_fish_prompt.
+    functions -c fish_prompt _old_fish_prompt
+
+    # With the original prompt function renamed, we can override with our own.
+    function fish_prompt
+        # Save the return status of the last command.
+        set -l old_status $status
+
+        # Output the venv prompt; color taken from the blue of the Python logo.
+        printf "%s%s%s" (set_color 4B8BBE) '(IME_DATA) ' (set_color normal)
+
+        # Restore the return status of the previous command.
+        echo "exit $old_status" | .
+        # Output the original/"old" prompt.
+        _old_fish_prompt
+    end
+
+    set -gx _OLD_FISH_PROMPT_OVERRIDE "$VIRTUAL_ENV"
+    set -gx VIRTUAL_ENV_PROMPT '(IME_DATA) '
+end

IME_DATA/bin/datasets-cli

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from datasets.commands.datasets_cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/debugpy

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from debugpy.server.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/debugpy-adapter

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from debugpy.adapter.__main__ import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/f2py

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from numpy.f2py.f2py2e import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/fonttools

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from fontTools.__main__ import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/get_gprof

@@ -0,0 +1,75 @@
+#!/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3
+#
+# Author: Mike McKerns (mmckerns @caltech and @uqfoundation)
+# Copyright (c) 2008-2016 California Institute of Technology.
+# Copyright (c) 2016-2024 The Uncertainty Quantification Foundation.
+# License: 3-clause BSD.  The full license text is available at:
+#  - https://github.com/uqfoundation/dill/blob/master/LICENSE
+'''
+build profile graph for the given instance
+
+running:
+  $ get_gprof <args> <instance>
+
+executes:
+  gprof2dot -f pstats <args> <type>.prof | dot -Tpng -o <type>.call.png
+
+where:
+  <args> are arguments for gprof2dot, such as "-n 5 -e 5"
+  <instance> is code to create the instance to profile
+  <type> is the class of the instance (i.e. type(instance))
+
+For example:
+  $ get_gprof -n 5 -e 1 "import numpy; numpy.array([1,2])"
+
+will create 'ndarray.call.png' with the profile graph for numpy.array([1,2]),
+where '-n 5' eliminates nodes below 5% threshold, similarly '-e 1' eliminates
+edges below 1% threshold
+'''
+
+if __name__ == "__main__":
+    import sys
+    if len(sys.argv) < 2:
+        print ("Please provide an object instance (e.g. 'import math; math.pi')")
+        sys.exit()
+    # grab args for gprof2dot
+    args = sys.argv[1:-1]
+    args = ' '.join(args)
+    # last arg builds the object
+    obj = sys.argv[-1]
+    obj = obj.split(';')
+    # multi-line prep for generating an instance
+    for line in obj[:-1]:
+        exec(line)
+    # one-line generation of an instance
+    try:
+        obj = eval(obj[-1])
+    except Exception:
+        print ("Error processing object instance")
+        sys.exit()
+
+    # get object 'name'
+    objtype = type(obj)
+    name = getattr(objtype, '__name__', getattr(objtype, '__class__', objtype))
+
+    # profile dumping an object
+    import dill
+    import os
+    import cProfile
+    #name = os.path.splitext(os.path.basename(__file__))[0]
+    cProfile.run("dill.dumps(obj)", filename="%s.prof" % name)
+    msg = "gprof2dot -f pstats %s %s.prof | dot -Tpng -o %s.call.png" % (args, name, name)
+    try:
+        res = os.system(msg)
+    except Exception:
+        print ("Please verify install of 'gprof2dot' to view profile graphs")
+    if res:
+        print ("Please verify install of 'gprof2dot' to view profile graphs")
+
+    # get stats
+    f_prof = "%s.prof" % name
+    import pstats
+    stats = pstats.Stats(f_prof, stream=sys.stdout)
+    stats.strip_dirs().sort_stats('cumtime')
+    stats.print_stats(20) #XXX: save to file instead of print top 20?
+    os.remove(f_prof)

IME_DATA/bin/get_objgraph

@@ -0,0 +1,54 @@
+#!/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3
+#
+# Author: Mike McKerns (mmckerns @caltech and @uqfoundation)
+# Copyright (c) 2008-2016 California Institute of Technology.
+# Copyright (c) 2016-2024 The Uncertainty Quantification Foundation.
+# License: 3-clause BSD.  The full license text is available at:
+#  - https://github.com/uqfoundation/dill/blob/master/LICENSE
+"""
+display the reference paths for objects in ``dill.types`` or a .pkl file
+
+Notes:
+    the generated image is useful in showing the pointer references in
+    objects that are or can be pickled.  Any object in ``dill.objects``
+    listed in ``dill.load_types(picklable=True, unpicklable=True)`` works.
+
+Examples::
+
+    $ get_objgraph ArrayType
+    Image generated as ArrayType.png
+"""
+
+import dill as pickle
+#pickle.debug.trace(True)
+#import pickle
+
+# get all objects for testing
+from dill import load_types
+load_types(pickleable=True,unpickleable=True)
+from dill import objects
+
+if __name__ == "__main__":
+    import sys
+    if len(sys.argv) != 2:
+        print ("Please provide exactly one file or type name (e.g. 'IntType')")
+        msg = "\n"
+        for objtype in list(objects.keys())[:40]:
+            msg += objtype + ', '
+        print (msg + "...")
+    else:
+        objtype = str(sys.argv[-1])
+        try:
+            obj = objects[objtype]
+        except KeyError:
+            obj = pickle.load(open(objtype,'rb'))
+            import os
+            objtype = os.path.splitext(objtype)[0]
+        try:
+            import objgraph
+            objgraph.show_refs(obj, filename=objtype+'.png')
+        except ImportError:
+            print ("Please install 'objgraph' to view object graphs")
+
+
+# EOF

IME_DATA/bin/huggingface-cli

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from huggingface_hub.commands.huggingface_cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/ipython

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from IPython import start_ipython
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(start_ipython())

IME_DATA/bin/ipython3

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from IPython import start_ipython
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(start_ipython())

IME_DATA/bin/jupyter

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from jupyter_core.command import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/jupyter-kernel

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from jupyter_client.kernelapp import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/jupyter-kernelspec

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from jupyter_client.kernelspecapp import KernelSpecApp
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(KernelSpecApp.launch_instance())

IME_DATA/bin/jupyter-migrate

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from jupyter_core.migrate import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/jupyter-run

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from jupyter_client.runapp import RunApp
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(RunApp.launch_instance())

IME_DATA/bin/jupyter-troubleshoot

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from jupyter_core.troubleshoot import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/normalizer

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from charset_normalizer import cli
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli.cli_detect())

IME_DATA/bin/numpy-config

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from numpy._configtool import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/pip

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/pip3

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/pip3.12

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pip._internal.cli.main import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/pyftmerge

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from fontTools.merge import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/pyftsubset

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from fontTools.subset import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/pygmentize

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from pygments.cmdline import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/python

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bcd758cce71c048f2a5f69cf36a6af6f3038211807f2d5509bad71abaa5dbfe
+size 8019136

IME_DATA/bin/python3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bcd758cce71c048f2a5f69cf36a6af6f3038211807f2d5509bad71abaa5dbfe
+size 8019136

IME_DATA/bin/python3.12

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bcd758cce71c048f2a5f69cf36a6af6f3038211807f2d5509bad71abaa5dbfe
+size 8019136

IME_DATA/bin/tqdm

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from tqdm.cli import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/ttx

@@ -0,0 +1,10 @@
+#!/bin/sh
+'''exec' "/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3" "$0" "$@"
+' '''
+# -*- coding: utf-8 -*-
+import re
+import sys
+from fontTools.ttx import main
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(main())

IME_DATA/bin/undill

@@ -0,0 +1,22 @@
+#!/home/sidd/Desktop/work/IME DATASET REVIEW/IME_DATA/bin/python3
+#
+# Author: Mike McKerns (mmckerns @caltech and @uqfoundation)
+# Copyright (c) 2008-2016 California Institute of Technology.
+# Copyright (c) 2016-2024 The Uncertainty Quantification Foundation.
+# License: 3-clause BSD.  The full license text is available at:
+#  - https://github.com/uqfoundation/dill/blob/master/LICENSE
+"""
+unpickle the contents of a pickled object file
+
+Examples::
+
+    $ undill hello.pkl
+    ['hello', 'world']
+"""
+
+if __name__ == '__main__':
+    import sys
+    import dill
+    for file in sys.argv[1:]:
+        print (dill.load(open(file,'rb')))
+

IME_DATA/lib/python3.12/site-packages/IPython/__init__.py

@@ -0,0 +1,144 @@
+# PYTHON_ARGCOMPLETE_OK
+"""
+IPython: tools for interactive and parallel computing in Python.
+
+https://ipython.org
+"""
+#-----------------------------------------------------------------------------
+#  Copyright (c) 2008-2011, IPython Development Team.
+#  Copyright (c) 2001-2007, Fernando Perez <fernando.perez@colorado.edu>
+#  Copyright (c) 2001, Janko Hauser <jhauser@zscout.de>
+#  Copyright (c) 2001, Nathaniel Gray <n8gray@caltech.edu>
+#
+#  Distributed under the terms of the Modified BSD License.
+#
+#  The full license is in the file COPYING.txt, distributed with this software.
+#-----------------------------------------------------------------------------
+
+#-----------------------------------------------------------------------------
+# Imports
+#-----------------------------------------------------------------------------
+
+import sys
+import warnings
+
+#-----------------------------------------------------------------------------
+# Setup everything
+#-----------------------------------------------------------------------------
+
+# Don't forget to also update setup.py when this changes!
+if sys.version_info < (3, 11):
+    raise ImportError(
+        """
+IPython 8.31+ supports Python 3.11 and above, following SPEC0
+IPython 8.19+ supports Python 3.10 and above, following SPEC0.
+IPython 8.13+ supports Python 3.9 and above, following NEP 29.
+IPython 8.0-8.12 supports Python 3.8 and above, following NEP 29.
+When using Python 2.7, please install IPython 5.x LTS Long Term Support version.
+Python 3.3 and 3.4 were supported up to IPython 6.x.
+Python 3.5 was supported with IPython 7.0 to 7.9.
+Python 3.6 was supported with IPython up to 7.16.
+Python 3.7 was still supported with the 7.x branch.
+
+See IPython `README.rst` file for more information:
+
+    https://github.com/ipython/ipython/blob/main/README.rst
+
+"""
+    )
+
+#-----------------------------------------------------------------------------
+# Setup the top level names
+#-----------------------------------------------------------------------------
+
+from .core.getipython import get_ipython
+from .core import release
+from .core.application import Application
+from .terminal.embed import embed
+
+from .core.interactiveshell import InteractiveShell
+from .utils.sysinfo import sys_info
+from .utils.frame import extract_module_locals
+
+__all__ = ["start_ipython", "embed", "embed_kernel"]
+
+# Release data
+__author__ = '%s <%s>' % (release.author, release.author_email)
+__license__  = release.license
+__version__  = release.version
+version_info = release.version_info
+# list of CVEs that should have been patched in this release.
+# this is informational and should not be relied upon.
+__patched_cves__ = {"CVE-2022-21699", "CVE-2023-24816"}
+
+
+def embed_kernel(module=None, local_ns=None, **kwargs):
+    """Embed and start an IPython kernel in a given scope.
+
+    If you don't want the kernel to initialize the namespace
+    from the scope of the surrounding function,
+    and/or you want to load full IPython configuration,
+    you probably want `IPython.start_kernel()` instead.
+
+    This is a deprecated alias for `ipykernel.embed.embed_kernel()`,
+    to be removed in the future.
+    You should import directly from `ipykernel.embed`; this wrapper
+    fails anyway if you don't have `ipykernel` package installed.
+
+    Parameters
+    ----------
+    module : types.ModuleType, optional
+        The module to load into IPython globals (default: caller)
+    local_ns : dict, optional
+        The namespace to load into IPython user namespace (default: caller)
+    **kwargs : various, optional
+        Further keyword args are relayed to the IPKernelApp constructor,
+        such as `config`, a traitlets :class:`Config` object (see :ref:`configure_start_ipython`),
+        allowing configuration of the kernel.  Will only have an effect
+        on the first embed_kernel call for a given process.
+    """
+
+    warnings.warn(
+        "import embed_kernel from ipykernel.embed directly (since 2013)."
+        " Importing from IPython will be removed in the future",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    (caller_module, caller_locals) = extract_module_locals(1)
+    if module is None:
+        module = caller_module
+    if local_ns is None:
+        local_ns = dict(**caller_locals)
+    
+    # Only import .zmq when we really need it
+    from ipykernel.embed import embed_kernel as real_embed_kernel
+    real_embed_kernel(module=module, local_ns=local_ns, **kwargs)
+
+def start_ipython(argv=None, **kwargs):
+    """Launch a normal IPython instance (as opposed to embedded)
+
+    `IPython.embed()` puts a shell in a particular calling scope,
+    such as a function or method for debugging purposes,
+    which is often not desirable.
+
+    `start_ipython()` does full, regular IPython initialization,
+    including loading startup files, configuration, etc.
+    much of which is skipped by `embed()`.
+
+    This is a public API method, and will survive implementation changes.
+
+    Parameters
+    ----------
+    argv : list or None, optional
+        If unspecified or None, IPython will parse command-line options from sys.argv.
+        To prevent any command-line parsing, pass an empty list: `argv=[]`.
+    user_ns : dict, optional
+        specify this dictionary to initialize the IPython user namespace with particular values.
+    **kwargs : various, optional
+        Any other kwargs will be passed to the Application constructor,
+        such as `config`, a traitlets :class:`Config` object (see :ref:`configure_start_ipython`),
+        allowing configuration of the instance (see :ref:`terminal_options`).
+    """
+    from IPython.terminal.ipapp import launch_new_instance
+    return launch_new_instance(argv=argv, **kwargs)

IME_DATA/lib/python3.12/site-packages/IPython/__main__.py

@@ -0,0 +1,14 @@
+# PYTHON_ARGCOMPLETE_OK
+# encoding: utf-8
+"""Terminal-based IPython entry point."""
+# -----------------------------------------------------------------------------
+#  Copyright (c) 2012, IPython Development Team.
+#
+#  Distributed under the terms of the Modified BSD License.
+#
+#  The full license is in the file COPYING.txt, distributed with this software.
+# -----------------------------------------------------------------------------
+
+from IPython import start_ipython
+
+start_ipython()