System Setup

In this section we detail the setup required to run the code used in the thesis.

Folder Structure

Main

Main/ArraySubmission Main/ArraySubmission/Logs Main/ArraySubmission/Models Main/ArraySubmission/Models/TrainingHistory Main/ArraySubmission/Results

Main/Images

Required Libraries

numpy pandas os tqdm pickle sklearn scipy xgboost matplotlib seaborn mpl_interactions tensorflow shap lime matplotlib sys

List of all Installed Libraries

IPython chunk multiprocessing sympyprinting PIL clang nbclient symtable PyQt5 cloudpickle nbconvert sys future cmath nbformat sysconfig _abc cmd nest_asyncio tabnanny _ast code netbios tarfile _asyncio codecs netrc telnetlib _bisect codeop networkx tempfile _blake2 collections nntplib tensorboard _bootlocale colorama notebook tensorboard_data_server _bz2 colorcet nt tensorboard_plugin_wit _cffi_backend colorsys ntpath tensorflow _codecs commctrl ntsecuritycon tensorflow_estimator _codecs_cn compileall nturl2path termcolor _codecs_hk concurrent numba terminado _codecs_iso2022 configparser numbergen test _codecs_jp contextlib numbers testpath _codecs_kr contextvars numpy tests _codecs_tw copy oauthlib textwrap _collections copyreg odbc this _collections_abc crypt opcode threading _compat_pickle csv operator threadpoolctl _compression ctypes opt_einsum tifffile _contextvars curses optparse time _csv cycler os timeit _ctypes cythonmagic packaging timer _ctypes_test dataclasses pandas tkinter _datetime datetime pandocfilters token _decimal dateutil panel tokenize _distutils_hack dbi param tornado _dummy_thread dbm parser tqdm _elementtree dde parso trace _functools decimal pasta traceback _hashlib decorator pathlib tracemalloc _heapq defusedxml pdb traitlets _imp difflib perfmon tty _io dis pickle turtle _json distutils pickleshare turtledemo _locale doctest pickletools types _lsprof dummy_threading pip typing _lzma email pipes typing_extensions _markupbase encodings pkg_resources unicodedata _md5 ensurepip pkgutil unittest _msi entrypoints platform urllib _multibytecodec enum plistlib urllib3 _multiprocessing errno poplib uu _opcode faulthandler posixpath uuid _operator ffmpeg pprint venv _osx_support ffmpy profile warnings _overlapped filecmp prometheus_client wave _pickle fileinput prompt_toolkit wcwidth _py_abc flatbuffers pstats weakref _pydecimal fnmatch pty webbrowser _pyio formatter pvectorc webencodings _pyrsistent_version fractions py_compile werkzeug _queue ftplib pyasn1 wheel _random functools pyasn1_modules widgetsnbextension _sha1 gast pyclbr win2kras _sha256 gc pycparser win32api _sha3 genericpath pyct win32clipboard _sha512 getopt pydoc win32com _signal getpass pydoc_data win32con _sitebuiltins gettext pyexpat win32console _socket glob pygments win32cred _sqlite3 google_auth_oauthlib pylab win32crypt _sre grpc pyparsing win32cryptcon _ssl gzip pyrsistent win32event _stat h5py pythoncom win32evtlog _statistics hashlib pytz win32evtlogutil _string heapq pyviz_comms win32file _strptime hmac pywin win32gui _struct holoviews pywin32_bootstrap win32gui_struct _symtable html pywin32_testutil win32help _testbuffer http pywintypes win32inet _testcapi idlelib pywt win32inetcon _testconsole idna queue win32job _testimportmultiple imageio quopri win32lz _testinternalcapi imaplib random win32net _testmultiphase imghdr rasutil win32netcon _thread imp re win32pdh _threading_local importlib regcheck win32pdhquery _tkinter importlib_metadata regutil win32pdhutil _tracemalloc inspect reprlib win32pipe _warnings io requests win32print _weakref ipaddress requests_oauthlib win32process _weakrefset ipykernel rlcompleter win32profile _win32sysloader ipykernel_launcher rmagic win32ras _winapi ipython_genutils rsa win32rcparser _winxptheme ipywidgets runpy win32security _xxsubinterpreters isapi sched win32service _yaml itertools scipy win32serviceutil abc jedi seaborn win32timezone absl jinja2 secrets win32trace adodbapi joblib select win32traceutil afxres json selectors win32transaction aifc jsonschema send2trash win32ts antigravity jupyter servicemanager win32ui argon2 jupyter_client setuptools win32uiole argparse jupyter_core shap win32verstamp array jupyterlab_pygments shelve win32wnet ast jupyterlab_widgets shlex wincertstore astunparse keras shutil winerror async_generator keras_preprocessing signal winioctlcon asynchat keyword site winnt asyncio kiwisolver six winperf asyncore lib2to3 skimage winpty atexit lime sklearn winreg attr linecache slicer winsound audioop llvmlite smtpd winxpgui autoreload locale smtplib winxptheme backcall logging sndhdr wrapt base64 lzma socket wsgiref bdb mailbox socketserver xdrlib benchmark mailcap sqlite3 xgboost binascii markdown sre_compile xml binhex markupsafe sre_constants xmlrpc bisect marshal sre_parse xxlimited bleach math ssl xxsubtype bokeh matplotlib sspi yaml builtins matplotlib_inline sspicon zipapp bz2 mimetypes stat zipfile cProfile mistune statistics zipimport cachetools mmap storemagic zipp calendar mmapfile string zlib certifi mmsystem stringprep zmq cffi modulefinder struct ~umpy cgi mpl_interactions subprocess
cgitb msilib sunau
charset_normalizer msvcrt symbol