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GitHub / musarahm / data_science_and_machine_learning_projects
This repository is a collection of my sample projects related to Data Science and Machine Learning.
Stars: 1
Forks: 0
Open Issues: 28
License: bsd-3-clause
Language: Jupyter Notebook
Repo Size: 6.44 MB
Dependencies:
659
Created: over 5 years ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
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Dependencies
requirements.txt
pypi
- Automat ==0.8.0
- Babel ==2.7.0
- Bottleneck ==1.3.1
- Click ==7.0
- Cython ==0.29.14
- Faker ==2.0.4
- Flask ==1.1.1
- Flask-Cors ==3.0.8
- HeapDict ==1.0.1
- Jinja2 ==2.10.3
- Keras ==2.2.4
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.0
- Markdown ==3.1.1
- MarkupSafe ==1.1.1
- Pillow ==6.2.1
- PyHamcrest ==1.9.0
- PySocks ==1.7.1
- PyWavelets ==1.0.3
- PyYAML ==5.1.2
- Pygments ==2.4.2
- QtAwesome ==0.6.0
- QtPy ==1.9.0
- SQLAlchemy ==1.3.11
- Send2Trash ==1.5.0
- Sphinx ==2.2.1
- Twisted ==19.10.0
- Werkzeug ==0.16.0
- XlsxWriter ==1.2.6
- absl-py ==0.8.1
- alabaster ==0.7.12
- altair ==3.2.0
- anaconda-client ==1.7.2
- anaconda-navigator ==1.9.7
- anaconda-project ==0.8.3
- apipkg ==1.5
- appdirs ==1.4.3
- appnope ==0.1.0
- appscript ==1.0.1
- asn1crypto ==1.2.0
- astor ==0.8.0
- astroid ==2.3.3
- astropy ==3.2.3
- atomicwrites ==1.3.0
- attrs ==19.3.0
- backcall ==0.1.0
- backports.csv ==1.0.5
- backports.os ==0.1.1
- backports.shutil-get-terminal-size ==1.0.0
- bcrypt ==3.1.7
- beautifulsoup4 ==4.8.1
- bitarray ==1.1.0
- bkcharts ==0.2
- blaze ==0.11.3
- bleach ==3.1.0
- bokeh ==1.4.0
- boto ==2.49.0
- branca ==0.3.1
- certifi ==2019.11.28
- cffi ==1.13.2
- chardet ==3.0.4
- cloudpickle ==1.2.2
- clyent ==1.2.2
- colorama ==0.4.1
- constantly ==15.1.0
- contextlib2 ==0.6.0.post1
- cryptography ==2.8
- cycler ==0.10.0
- cymem ==1.31.2
- cytoolz ==0.9.0.1
- dask ==2.8.1
- datashape ==0.5.4
- decorator ==4.4.1
- defusedxml ==0.6.0
- deskew ==0.9.0
- dill ==0.2.9
- distributed ==2.8.1
- docopt ==0.6.2
- docutils ==0.15.2
- entrypoints ==0.3
- et-xmlfile ==1.0.1
- execnet ==1.7.1
- fastcache ==1.1.0
- filelock ==3.0.12
- flake8 ==3.7.9
- flake8-polyfill ==1.0.2
- flake8-quotes ==2.1.0
- folium ==0.8.3
- fsspec ==0.6.0
- gast ==0.3.2
- gevent ==1.4.0
- glob2 ==0.7
- gmpy2 ==2.0.8
- google-pasta ==0.1.7
- graphviz ==0.13.2
- greenlet ==0.4.15
- grpcio ==1.16.1
- h3 ==3.4.1
- h5py ==2.8.0
- html5lib ==1.0.1
- hyperlink ==19.0.0
- idna ==2.8
- imageio ==2.6.1
- imagesize ==1.1.0
- importlib-metadata ==0.23
- imutils ==0.5.3
- incremental ==17.5.0
- ipykernel ==5.1.3
- ipython ==7.9.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- isort ==4.3.21
- itsdangerous ==1.1.0
- jdcal ==1.4.1
- jedi ==0.15.1
- joblib ==0.14.0
- json5 ==0.8.5
- jsonschema ==3.2.0
- jupyter ==1.0.0
- jupyter-client ==5.3.4
- jupyter-console ==6.0.0
- jupyter-core ==4.6.1
- jupyterlab ==1.2.3
- jupyterlab-launcher ==0.13.1
- jupyterlab-server ==1.0.6
- keyring ==19.2.0
- kiwisolver ==1.1.0
- lazy-object-proxy ==1.4.3
- libarchive-c ==2.8
- lief ==0.9.0
- llvmlite ==0.30.0
- locket ==0.2.0
- logging-exceptions ==0.1.8
- lxml ==4.4.1
- matplotlib ==3.1.1
- mccabe ==0.6.1
- memory-profiler ==0.55.0
- mistune ==0.8.4
- mkl-fft ==1.0.15
- mkl-random ==1.1.0
- mkl-service ==2.3.0
- mock ==3.0.5
- more-itertools ==7.2.0
- mpmath ==1.1.0
- msgpack ==0.5.6
- msgpack-numpy ==0.4.4.3
- multipledispatch ==0.6.0
- murmurhash ==0.28.0
- navigator-updater ==0.2.1
- nbconvert ==5.6.1
- nbformat ==4.4.0
- networkx ==2.4
- nltk ==3.4.5
- nose ==1.3.7
- notebook ==6.0.2
- numba ==0.46.0
- numexpr ==2.7.0
- numpy ==1.17.3
- numpydoc ==0.9.1
- odfpy ==1.4.0
- odo ==0.5.1
- olefile ==0.46
- openpyxl ==3.0.1
- packaging ==19.2
- pandas ==0.25.3
- pandas-datareader ==0.8.1
- pandocfilters ==1.4.2
- parso ==0.5.1
- partd ==1.1.0
- path.py ==12.0.2
- pathlib2 ==2.3.5
- patsy ==0.5.1
- pbr ==5.4.3
- pdf2image ==1.6.0
- pep8 ==1.7.1
- pep8-naming ==0.8.2
- pexpect ==4.7.0
- pickleshare ==0.7.5
- pkginfo ==1.5.0.1
- plac ==0.9.6
- pluggy ==0.13.1
- ply ==3.11
- preshed ==1.0.1
- prometheus-client ==0.7.1
- prompt-toolkit ==2.0.10
- protobuf ==3.10.1
- psutil ==5.6.5
- ptyprocess ==0.6.0
- py ==1.8.0
- py4j ==0.10.7
- pyOpenSSL ==19.1.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.7
- pycodestyle ==2.5.0
- pycosat ==0.6.3
- pycparser ==2.19
- pycrypto ==2.6.1
- pycurl ==7.43.0.3
- pydot ==1.4.1
- pyflakes ==2.1.1
- pylint ==2.4.4
- pyocr ==0.7.2
- pyodbc ==4.0.27
- pyparsing ==2.4.5
- pyrsistent ==0.15.6
- pyspark ==2.4.4
- pytesseract ==0.3.0
- pytest ==5.0.1
- pytest-arraydiff ==0.3
- pytest-astropy ==0.6.0
- pytest-astropy-header ==0.1.1
- pytest-doctestplus ==0.5.0
- pytest-forked ==1.1.3
- pytest-openfiles ==0.4.0
- pytest-remotedata ==0.3.2
- pytest-xdist ==1.30.0
- python-dateutil ==2.8.1
- pytz ==2019.3
- pyzmq ==18.1.0
- qtconsole ==4.6.0
- records ==0.5.2
- regex ==2018.7.11
- requests ==2.22.0
- rope ==0.14.0
- ruamel-yaml ==0.15.46
- scikit-image ==0.16.2
- scikit-learn ==0.21.3
- scipy ==1.3.1
- seaborn ==0.9.0
- service-identity ==18.1.0
- setuptools-scm ==3.3.3
- simplegeneric ==0.8.1
- singledispatch ==3.4.0.3
- six ==1.13.0
- snowballstemmer ==2.0.0
- sortedcollections ==1.1.2
- sortedcontainers ==2.1.0
- soupsieve ==1.9.5
- spacy ==2.0.12
- sphinxcontrib-applehelp ==1.0.1
- sphinxcontrib-devhelp ==1.0.1
- sphinxcontrib-htmlhelp ==1.0.2
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.2
- sphinxcontrib-serializinghtml ==1.1.3
- sphinxcontrib-websupport ==1.1.2
- spyder ==3.3.6
- spyder-kernels ==0.5.2
- statsmodels ==0.10.1
- sympy ==1.4
- tables ==3.4.4
- tablib ==0.13.0
- tb-nightly ==1.14.0a20190301
- tblib ==1.5.0
- tensorboard ==2.0.0
- tensorflow ==2.0.0a0
- tensorflow-estimator ==1.13.0
- tensorflow-hub ==0.4.0
- termcolor ==1.1.0
- terminado ==0.8.3
- tesserocr ==2.3.1
- testpath ==0.4.4
- text-unidecode ==1.2
- tf-estimator-nightly ==1.14.0.dev2019030115
- thinc ==6.10.3
- toolz ==0.10.0
- tornado ==6.0.3
- tqdm ==4.39.0
- traitlets ==4.3.3
- typing ==3.6.4
- ujson ==1.35
- unicodecsv ==0.14.1
- urllib3 ==1.24.2
- vincent ==0.4.4
- wcwidth ==0.1.7
- webencodings ==0.5.1
- widgetsnbextension ==3.5.1
- wrapt ==1.10.11
- wurlitzer ==2.0.0
- xlrd ==1.2.0
- xlwings ==0.16.0
- xlwt ==1.3.0
- zict ==1.0.0
- zipp ==0.6.0
- zope.interface ==4.7.1
environment.yml
conda
- _anaconda_depends 2019.03
- _tflow_select 2.3.0
- absl-py 0.8.1
- alabaster 0.7.12
- altair 3.2.0
- anaconda custom
- anaconda-client 1.7.2
- anaconda-navigator 1.9.7
- anaconda-project 0.8.4
- apipkg 1.5
- appdirs 1.4.3
- appnope 0.1.0
- appscript 1.1.0
- asn1crypto 1.2.0
- astor 0.8.0
- astroid 2.3.3
- astropy 3.2.3
- atomicwrites 1.3.0
- attrs 19.3.0
- automat 0.8.0
- babel 2.7.0
- backcall 0.1.0
- backports 1.0
- backports.csv 1.0.5
- backports.os 0.1.1
- backports.shutil_get_terminal_size 1.0.0
- bcrypt 3.1.7
- beautifulsoup4 4.8.1
- bitarray 1.1.0
- bkcharts 0.2
- blas 1.0
- blaze 0.11.3
- bleach 3.1.0
- blosc 1.16.3
- bokeh 1.4.0
- boto 2.49.0
- bottleneck 1.3.1
- branca 0.3.1
- bzip2 1.0.8
- c-ares 1.15.0
- ca-certificates 2019.11.27
- cairo 1.14.12
- certifi 2019.11.28
- cffi 1.13.2
- chardet 3.0.4
- click 7.0
- cloudpickle 1.2.2
- clyent 1.2.2
- colorama 0.4.1
- constantly 15.1.0
- contextlib2 0.6.0.post1
- cryptography 2.8
- curl 7.67.0
- cycler 0.10.0
- cymem 1.31.2
- cython 0.29.14
- cytoolz 0.9.0.1
- dask 2.8.1
- dask-core 2.8.1
- datashape 0.5.4
- dbus 1.13.12
- decorator 4.4.1
- defusedxml 0.6.0
- dill 0.2.9
- distributed 2.8.1
- docopt 0.6.2
- docutils 0.15.2
- entrypoints 0.3
- et_xmlfile 1.0.1
- execnet 1.7.1
- expat 2.2.6
- faker 2.0.4
- fastcache 1.1.0
- ffmpeg 4.0
- filelock 3.0.12
- flake8 3.7.9
- flake8-polyfill 1.0.2
- flake8-quotes 2.1.0
- flask 1.1.1
- flask-cors 3.0.8
- folium 0.8.3
- fontconfig 2.13.0
- freetype 2.9.1
- fribidi 1.0.5
- fsspec 0.6.0
- gast 0.3.2
- get_terminal_size 1.0.0
- gettext 0.19.8.1
- gevent 1.4.0
- giflib 5.1.4
- glib 2.63.1
- glob2 0.7
- gmp 6.1.2
- gmpy2 2.0.8
- graphite2 1.3.13
- graphviz 2.40.1
- greenlet 0.4.15
- grpcio 1.16.1
- h3 3.4.1
- h5py 2.8.0
- harfbuzz 1.8.8
- hdf5 1.10.2
- heapdict 1.0.1
- html5lib 1.0.1
- hyperlink 19.0.0
- icu 58.2
- idna 2.8
- imageio 2.6.1
- imagesize 1.1.0
- importlib_metadata 0.23
- incremental 17.5.0
- intel-openmp 2019.4
- ipykernel 5.1.3
- ipython 7.9.0
- ipython_genutils 0.2.0
- ipywidgets 7.5.1
- isort 4.3.21
- itsdangerous 1.1.0
- jasper 2.0.14
- jbig 2.1
- jdcal 1.4.1
- jedi 0.15.1
- jinja2 2.10.3
- joblib 0.14.0
- jpeg 9b
- json5 0.8.5
- jsonschema 3.2.0
- jupyter 1.0.0
- jupyter_client 5.3.4
- jupyter_console 6.0.0
- jupyter_core 4.6.1
- jupyterlab 1.2.3
- jupyterlab_launcher 0.13.1
- jupyterlab_server 1.0.6
- keras 2.2.4
- keras-applications 1.0.8
- keras-base 2.2.4
- keras-preprocessing 1.1.0
- keyring 19.2.0
- kiwisolver 1.1.0
- krb5 1.16.1
- lazy-object-proxy 1.4.3
- leptonica 1.74.4
- libarchive 3.3.3
- libcurl 7.67.0
- libcxx 4.0.1
- libcxxabi 4.0.1
- libedit 3.1.20181209
- libffi 3.2.1
- libgfortran 3.0.1
- libiconv 1.15
- liblief 0.9.0
- libopencv 3.4.2
- libopus 1.3
- libpng 1.6.37
- libprotobuf 3.10.1
- libsodium 1.0.16
- libssh2 1.8.2
- libtiff 4.1.0
- libvpx 1.7.0
- libwebp 1.0.1
- libxml2 2.9.9
- libxslt 1.1.33
- llvm-openmp 4.0.1
- llvmlite 0.30.0
- locket 0.2.0
- logging_exceptions 0.1.8
- lxml 4.4.1
- lz4-c 1.8.1.2
- lzo 2.10
- markdown 3.1.1
- markupsafe 1.1.1
- matplotlib 3.1.1
- mccabe 0.6.1
- memory_profiler 0.55.0
- mistune 0.8.4
- mkl 2019.4
- mkl-service 2.3.0
- mkl_fft 1.0.15
- mkl_random 1.1.0
- mock 3.0.5
- more-itertools 7.2.0
- mpc 1.1.0
- mpfr 4.0.1
- mpmath 1.1.0
- msgpack-numpy 0.4.4.3
- msgpack-python 0.5.6
- multipledispatch 0.6.0
- murmurhash 0.28.0
- navigator-updater 0.2.1
- nbconvert 5.6.1
- nbformat 4.4.0
- ncurses 6.1
- networkx 2.4
- nltk 3.4.5
- nose 1.3.7
- notebook 6.0.2
- numba 0.46.0
- numexpr 2.7.0
- numpy 1.17.3
- numpy-base 1.17.3
- numpydoc 0.9.1
- odfpy 1.4.0
- odo 0.5.1
- olefile 0.46
- openblas 0.2.20
- opencv 3.4.2
- openjdk 8.0.152
- openjpeg 2.3.0
- openpyxl 3.0.1
- openssl 1.1.1
- packaging 19.2
- pandas 0.25.3
- pandas-datareader 0.8.1
- pandoc 2.2.3.2
- pandocfilters 1.4.2
- pango 1.42.4
- parso 0.5.1
- partd 1.1.0
- path.py 12.0.2
- pathlib2 2.3.5
- patsy 0.5.1
- pbr 5.4.3
- pcre 8.43
- pep8 1.7.1
- pep8-naming 0.8.2
- pexpect 4.7.0
- pickleshare 0.7.5
- pillow 6.2.1
- pip 19.3.1
- pixman 0.38.0
- pkginfo 1.5.0.1
- plac 0.9.6
- pluggy 0.13.1
- ply 3.11
- poppler 0.65.0
- poppler-data 0.4.9
- preshed 1.0.1
- prometheus_client 0.7.1
- prompt_toolkit 2.0.10
- protobuf 3.10.1
- psutil 5.6.5
- ptyprocess 0.6.0
- py 1.8.0
- py-lief 0.9.0
- py-opencv 3.4.2
- py4j 0.10.7
- pyasn1 0.4.8
- pyasn1-modules 0.2.7
- pycodestyle 2.5.0
- pycosat 0.6.3
- pycparser 2.19
- pycrypto 2.6.1
- pycurl 7.43.0.3
- pydot 1.4.1
- pyflakes 2.1.1
- pygments 2.4.2
- pyhamcrest 1.9.0
- pylint 2.4.4
- pyodbc 4.0.27
- pyopenssl 19.1.0
- pyparsing 2.4.5
- pyqt 5.9.2
- pyrsistent 0.15.6
- pysocks 1.7.1
- pyspark 2.4.4
- pytables 3.4.4
- pytesseract 0.3.0
- pytest 5.0.1
- pytest-arraydiff 0.3
- pytest-astropy 0.6.0
- pytest-astropy-header 0.1.1
- pytest-doctestplus 0.5.0
- pytest-forked 1.1.3
- pytest-openfiles 0.4.0
- pytest-remotedata 0.3.2
- pytest-xdist 1.30.0
- python 3.7.5
- python-dateutil 2.8.1
- python-graphviz 0.13.2
- python-libarchive-c 2.8
- python.app 2
- pytz 2019.3
- pywavelets 1.0.3
- pyyaml 5.1.2
- pyzmq 18.1.0
- qt 5.9.7
- qtawesome 0.6.0
- qtconsole 4.6.0
- qtpy 1.9.0
- readline 7.0
- records 0.5.2
- regex 2018.07.11
- requests 2.22.0
- rope 0.14.0
- ruamel_yaml 0.15.46
- scikit-learn 0.21.3
- scipy 1.3.1
- seaborn 0.9.0
- send2trash 1.5.0
- service_identity 18.1.0
- setuptools 42.0.1
- setuptools_scm 3.3.3
- simplegeneric 0.8.1
- singledispatch 3.4.0.3
- sip 4.19.8
- six 1.13.0
- snappy 1.1.7
- snowballstemmer 2.0.0
- sortedcollections 1.1.2
- sortedcontainers 2.1.0
- soupsieve 1.9.5
- spacy 2.0.12
- sphinx 2.2.1
- sphinxcontrib 1.0
- sphinxcontrib-applehelp 1.0.1
- sphinxcontrib-devhelp 1.0.1
- sphinxcontrib-htmlhelp 1.0.2
- sphinxcontrib-jsmath 1.0.1
- sphinxcontrib-qthelp 1.0.2
- sphinxcontrib-serializinghtml 1.1.3
- sphinxcontrib-websupport 1.1.2
- spyder 3.3.6
- spyder-kernels 0.5.2
- sqlalchemy 1.3.11
- sqlite 3.30.1
- statsmodels 0.10.1
- sympy 1.4
- tablib 0.13.0
- tblib 1.5.0
- tensorboard 2.0.0
- tensorflow-estimator 1.13.0
- tensorflow-hub 0.4.0
- termcolor 1.1.0
- terminado 0.8.3
- tesseract 3.05.01
- tesserocr 2.3.1
- testpath 0.4.4
- text-unidecode 1.2
- thinc 6.10.3
- tk 8.6.8
- toolz 0.10.0
- tornado 6.0.3
- tqdm 4.39.0
- traitlets 4.3.3
- twisted 19.10.0
- typing 3.6.4
- ujson 1.35
- unicodecsv 0.14.1
- unixodbc 2.3.7
- urllib3 1.24.2
- vincent 0.4.4
- wand 0.4.2
- wcwidth 0.1.7
- webencodings 0.5.1
- werkzeug 0.16.0
- wheel 0.33.6
- widgetsnbextension 3.5.1
- wrapt 1.10.11
- wurlitzer 2.0.0
- x264 20131217
- xlrd 1.2.0
- xlsxwriter 1.2.6
- xlwings 0.16.0
- xlwt 1.3.0
- xz 5.2.4
- yaml 0.1.7
- zeromq 4.3.1
- zict 1.0.0
- zipp 0.6.0
- zlib 1.2.11
- zope 1.0
- zope.interface 4.7.1
- zstd 1.3.7