krishnaik06 · shreyasGarud · Dec 29, 2020
diff --git a/README.md b/README.md
@@ -6,25 +6,31 @@ You must have Scikit Learn, Pandas (for Machine Leraning Model) and Flask (for A
 
 ### Project Structure
 This project has four major parts :
-1. model.py - This contains code fot our Machine Learning model to predict employee salaries absed on trainign data in 'hiring.csv' file.
-2. app.py - This contains Flask APIs that receives employee details through GUI or API calls, computes the precited value based on our model and returns it.
-3. request.py - This uses requests module to call APIs already defined in app.py and dispalys the returned value.
+1. model.py - This file contains the code for our Machine Learning model to predict employee salaries based on training data in 'hiring.csv' file.
+2. app.py - This file contains Flask API that receives employee details through GUI or API calls, computes the precited value based on our model and returns it.
+3. request.py - This file uses, requests module to call APIs already defined in app.py and dispalys the returned value.
 4. templates - This folder contains the HTML template to allow user to enter employee detail and displays the predicted employee salary.
+5. requirements.txt - This file contains, the list of all the liabraries with their respective versions, reuired to run the flask app successfully.
 
 ### Running the project
-1. Ensure that you are in the project home directory. Create the machine learning model by running below command -
+1. Ensure that you are in the project home directory. 
+   Create virtual environment and run the following command to install all the required liabraries.
+'''
+pip install -r requirements.txt    
+''' 
+2. Create the machine learning model by running below command
 ```
 python model.py
 ```
 This would create a serialized version of our model into a file model.pkl
 
-2. Run app.py using below command to start Flask API
+3. Run app.py using below command to start Flask API
 ```
 python app.py
 ```
 By default, flask will run on port 5000.
 
-3. Navigate to URL http://localhost:5000
+4. Navigate to URL http://localhost:5000
 
 You should be able to view the homepage as below :
 ![alt text](http://www.thepythonblog.com/wp-content/uploads/2019/02/Homepage.png)

diff --git a/requirements.txt b/requirements.txt
@@ -0,0 +1,286 @@
+absl-py==0.11.0
+alabaster==0.7.8
+appdirs==1.4.4
+apturl==0.5.2
+argcomplete==1.12.2
+argon2-cffi==20.1.0
+asgiref==3.2.7
+asn1crypto==0.24.0
+astor==0.8.1
+astroid==2.3.3
+astunparse==1.6.3
+async-generator==1.10
+attrs==20.2.0
+Automat==20.2.0
+automium==0.2.6
+automium-web==0.1.1
+Babel==2.4.0
+backcall==0.2.0
+bcrypt==3.2.0
+beautifulsoup4==4.6.0
+black==20.8b1
+bleach==3.2.1
+Brlapi==0.6.6
+cachetools==4.1.1
+casymda==0.2.19
+certifi==2020.6.20
+cffi==1.14.4
+chardet==3.0.4
+click==7.1.2
+click-plugins==1.1.1
+cligj==0.7.1
+cloudpickle==1.6.0
+colorama==0.4.4
+command-not-found==0.3
+confuse==1.3.0
+constantly==15.1.0
+contextlib2==0.6.0.post1
+coverage==5.3.1
+cryptography==3.2.1
+cssselect==1.1.0
+cupshelpers==1.0
+cycler==0.10.0
+Cython==0.29.21
+decorator==4.4.2
+defer==1.0.6
+defusedxml==0.6.0
+descartes==1.1.0
+distro-info===0.18ubuntu0.18.04.1
+Django==3.0.6
+dnspython==2.0.0
+docopt==0.6.2
+docutils==0.14
+email-validator==1.1.2
+entrypoints==0.3
+feedparser==5.2.1
+Fiona==1.8.18
+Flask==1.1.2
+Flask-Bcrypt==0.7.1
+Flask-Cors==3.0.9
+Flask-Login==0.5.0
+Flask-MySQLdb==0.2.0
+Flask-SQLAlchemy==2.4.4
+Flask-WTF==0.14.3
+future==0.18.2
+gast==0.2.2
+geopandas==0.8.1
+gevent==20.9.0
+gitsome==0.7.0
+google-auth==1.23.0
+google-auth-oauthlib==0.4.2
+google-pasta==0.2.0
+greenlet==0.4.17
+grpcio==1.33.2
+gym==0.18.0
+h5py==2.10.0
+html5lib==0.999999999
+htmlmin==0.1.12
+httplib2==0.9.2
+hyperlink==20.0.1
+idna==2.10
+ImageHash==4.1.0
+imagesize==0.7.1
+importlib-metadata==2.0.0
+incremental==17.5.0
+ipykernel==5.3.4
+ipython==7.18.1
+ipython-genutils==0.2.0
+ipywidgets==7.5.1
+isort==4.3.21
+itemadapter==0.2.0
+itemloaders==1.0.4
+itsdangerous==1.1.0
+jedi==0.17.2
+jeepney==0.4.3
+Jinja2==2.11.2
+jmespath==0.10.0
+joblib==0.17.0
+jsonschema==3.2.0
+jupyter==1.0.0
+jupyter-client==6.1.7
+jupyter-console==6.2.0
+jupyter-core==4.6.3
+jupyterlab-pygments==0.1.2
+Keras-Applications==1.0.8
+Keras-Preprocessing==1.1.2
+keyring==21.4.0
+keyrings.alt==4.0.0
+kiwisolver==1.2.0
+labelImg==1.8.3
+language-selector==0.1
+launchpadlib==1.10.6
+lazr.restfulclient==0.13.5
+lazr.uri==1.0.3
+lazy-object-proxy==1.4.3
+legacy==0.1.6
+llvmlite==0.34.0
+louis==3.5.0
+lxml==4.2.4
+macaroonbakery==1.1.3
+Mako==1.0.7
+Markdown==3.3.3
+MarkupSafe==1.1.1
+matplotlib==3.3.3
+mccabe==0.6.1
+missingno==0.4.2
+mistune==0.8.4
+more-itertools==8.6.0
+mpmath==1.1.0
+munch==2.5.0
+mypy-extensions==0.4.3
+mysqlclient==2.0.2
+nbclient==0.5.0
+nbconvert==6.0.7
+nbformat==5.0.7
+nest-asyncio==1.4.1
+netifaces==0.10.4
+networkx==2.5
+notebook==6.1.4
+npm==0.1.1
+numba==0.51.2
+numpy==1.18.5
+numpydoc==0.7.0
+oauth==1.0.1
+oauthlib==3.1.0
+object-detection==0.1
+olefile==0.45.1
+opencv-python==4.4.0.44
+opt-einsum==3.3.0
+optional-django==0.1.0
+osmnx==0.11.4
+packaging==20.4
+pandas==1.1.2
+pandas-profiling==2.9.0
+pandoc==1.0.2
+pandocfilters==1.4.2
+parsel==1.6.0
+parso==0.7.1
+pathspec==0.8.1
+pexpect==4.8.0
+pgi==0.0.11.2
+phik==0.10.0
+pickleshare==0.7.5
+Pillow==7.2.0
+pkginfo==1.5.0.1
+plotly==4.12.0
+pluggy==0.13.1
+ply==3.11
+prometheus-client==0.8.0
+prompt-toolkit==3.0.7
+Protego==0.1.16
+protobuf==3.13.0
+ptyprocess==0.6.0
+py==1.10.0
+pyasn1==0.4.8
+pyasn1-modules==0.2.8
+pycairo==1.16.2
+pycparser==2.20
+pycrypto==2.6.1
+pycups==1.9.73
+PyDispatcher==2.0.5
+pygame==2.0.0
+pyglet==1.5.0
+Pygments==2.7.1
+pygobject==3.26.1
+PyHamcrest==2.0.2
+pylint==2.4.4
+pymacaroons==0.13.0
+PyNaCl==1.1.2
+pyOpenSSL==20.0.0
+pyparsing==2.4.7
+pyproj==3.0.0.post1
+PyQt5==5.10.1
+PyQt5-sip==12.8.1
+pyRFC3339==1.0
+pyrsistent==0.17.3
+pytest==5.4.1
+pytest-cov==2.8.1
+python-apt==1.6.5+ubuntu0.3
+python-dateutil==2.8.1
+python-debian==0.1.32
+pytz==2018.3
+PyWavelets==1.1.1
+pyxattr==0.6.0
+pyxdg==0.25
+PyYAML==3.12
+pyzmq==19.0.2
+qtconsole==4.7.7
+QtPy==1.9.0
+queuelib==1.5.0
+readme-renderer==27.0
+regex==2020.11.13
+reportlab==3.4.0
+requests==2.24.0
+requests-oauthlib==1.3.0
+requests-toolbelt==0.9.1
+requests-unixsocket==0.1.5
+retriever @ git+https://[email protected]/weecology/retriever.git@020e8aca2bd0aed2dec1b918de98c9c26a623bc1
+retrying==1.3.3
+rfc3986==1.4.0
+roman==2.0.0
+rsa==4.6
+Rtree==0.9.7
+scikit-learn==0.23.2
+scipy==1.5.4
+Scrapy==2.4.1
+seaborn==0.11.0
+SecretStorage==3.1.2
+Send2Trash==1.5.0
+service-identity==18.1.0
+setproctitle==1.1.10
+Shapely==1.7.1
+simplejson==3.13.2
+simpy==4.0.1
+sip==4.19.8
+six==1.15.0
+slim==0.1
+Sphinx==1.6.7
+SQLAlchemy==1.3.22
+sqlparse==0.3.1
+stable-baselines==2.10.1
+sympy==1.7
+system-service==0.3
+systemd-python==234
+tangled-up-in-unicode==0.0.6
+tensorboard==1.15.0
+tensorboard-plugin-wit==1.7.0
+tensorflow==1.15.2
+tensorflow-cpu==2.3.1
+tensorflow-estimator==1.15.1
+tensorflow-object-detection-api==0.1.1
+termcolor==1.1.0
+terminado==0.9.1
+testpath==0.4.4
+tf-slim==1.1.0
+threadpoolctl==2.1.0
+toml==0.10.2
+tornado==6.0.4
+tqdm==4.50.2
+traitlets==5.0.4
+twine==3.2.0
+Twisted==20.3.0
+typed-ast==1.4.1
+typing-extensions==3.7.4.3
+ubuntu-drivers-common==0.0.0
+ufw==0.35
+unattended-upgrades==0.1
+urllib3==1.22
+usb-creator==0.3.3
+virtualenv==15.1.0
+visions==0.5.0
+w3lib==1.22.0
+wadllib==1.3.2
+wcwidth==0.1.7
+webencodings==0.5.1
+Werkzeug==1.0.1
+widgetsnbextension==3.5.1
+wrapt==1.11.2
+WTForms==2.3.3
+xkit==0.0.0
+xlrd==1.2.0
+xmltodict==0.12.0
+xonsh==0.6.0
+youtube-dl==2018.3.14
+zipp==3.3.0
+zope.event==4.5.0
+zope.interface==4.3.2