This is a machine learning web app, which when executed, the client gets to choose a food item based on his own liking, and we recommend 10 more such similar foods through our recommendation system.

Jupyter Notebook 58.95% Python 41.05%

recommender-system streamlit-webapp heroku jupyter-notebook

food-recommendation-system's Introduction

Food Recomendation System

This is a machine learning web app, when executed, the client gets to choose a food item based on his own liking, and we recommend 10 more such similar foods through our recommendation system. Our system utilizes item-based collaborative filtering to implement the same. We provide a variety of cuisines to choose from with vegetarian/non-vegetarian options as well.

Preview

The Project is Deployed at https://foodrecomm.herokuapp.com/

Functionalities

User can choose vegetarian/non-vegetarian options
User can select from a variety of cuisines
The rating scale can be set by the user
Our system recommends 10 food items similar to the user's initial choice

Instructions to run

Pre-requisites:
- Streamlit
- Python 3.6-3.9
Install Streamlit

$ pip install streamlit

Executing the source file

$ streamlit run app.py

Contributors

Ayush Jindal

Joshikha M

Suvodeep Sinha

License

Made with ❤️ by DS Community SRM

food-recommendation-system's People

Contributors

Stargazers

Watchers

Forkers

suvoo mjoshikha johnfelipe sampadabareja trieulongben ayushjindal23 jpambattu napo178 biased-ai jagdis01 ohlaw yeulmi interestingsanskar07 shyambhuva4 kajal2000kk yadavnikhilrao

food-recommendation-system's Issues

how can solve this issue Error: Invalid value: File does not exist: app.py

root@machineteacheble-ubuntu-s-8vcpu-16gb-nyc1-01:~# apt install python3-pip

Reading package lists... Done
Building dependency tree
Reading state information... Done
python3-pip is already the newest version (20.0.2-5ubuntu1.5).
The following packages were automatically installed and are no longer required:
  python3-cliapp python3-markdown python3-packaging python3-pygments
  python3-pyparsing python3-ttystatus
Use 'apt autoremove' to remove them.
0 upgraded, 0 newly installed, 0 to remove and 20 not upgraded.

root@machineteacheble-ubuntu-s-8vcpu-16gb-nyc1-01:~# git clone https://github.com/Data-Science-Community-SRM/Food-Recommendation-System.git

Cloning into 'Food-Recommendation-System'...
remote: Enumerating objects: 126, done.
remote: Counting objects: 100% (126/126), done.
remote: Compressing objects: 100% (113/113), done.
remote: Total 126 (delta 48), reused 27 (delta 5), pack-reused 0
Receiving objects: 100% (126/126), 805.85 KiB | 7.75 MiB/s, done.
Resolving deltas: 100% (48/48), done.

root@machineteacheble-ubuntu-s-8vcpu-16gb-nyc1-01:~# cd Food-Recommendation-System/

root@machineteacheble-ubuntu-s-8vcpu-16gb-nyc1-01:~/Food-Recommendation-System# pip install streamlit

Collecting streamlit
  Downloading streamlit-0.82.0-py2.py3-none-any.whl (8.2 MB)
	 |████████████████████████████████| 8.2 MB 22.3 MB/s
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  Downloading click-7.1.2-py2.py3-none-any.whl (82 kB)
	 |████████████████████████████████| 82 kB 1.7 MB/s
Requirement already satisfied: pandas>=0.21.0 in /usr/local/lib/python3.8/dist-packages (from streamlit) (1.2.4)
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  Downloading astor-0.8.1-py2.py3-none-any.whl (27 kB)
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	 |████████████████████████████████| 4.2 MB 46.9 MB/s
Requirement already satisfied: blinker in /usr/lib/python3/dist-packages (from streamlit) (1.4)
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  Downloading validators-0.18.2-py3-none-any.whl (19 kB)
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Requirement already satisfied: requests in /usr/lib/python3/dist-packages (from streamlit) (2.22.0)
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  Downloading tzlocal-2.1-py2.py3-none-any.whl (16 kB)
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Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.8/dist-packages (from streamlit) (6.2.2)
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Requirement already satisfied: packaging in /usr/lib/python3/dist-packages (from streamlit) (20.3)
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  Downloading toml-0.10.2-py2.py3-none-any.whl (16 kB)
Requirement already satisfied: python-dateutil in /usr/local/lib/python3.8/dist-packages (from streamlit) (2.8.1)
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Collecting jedi>=0.16
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Requirement already satisfied: pycparser in /usr/local/lib/python3.8/dist-packages (from cffi>=1.0.0->argon2-cffi->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (2.20)
Building wheels for collected packages: pandocfilters
  Building wheel for pandocfilters (setup.py) ... done
  Created wheel for pandocfilters: filename=pandocfilters-1.4.3-py3-none-any.whl size=7992 sha256=0722d520af2c272ca42080bcf96ede4f3ace3b38e669485fa1b3fd0ff5209691
  Stored in directory: /root/.cache/pip/wheels/fc/39/52/8d6f3cec1cca4ceb44d658427c35711b19d89dbc4914af657f
Successfully built pandocfilters
ERROR: jupyterlab-pygments 0.1.2 has requirement pygments<3,>=2.4.1, but you'll have pygments 2.3.1 which is incompatible.
ERROR: nbconvert 6.0.7 has requirement pygments>=2.4.1, but you'll have pygments 2.3.1 which is incompatible.
Installing collected packages: click, astor, ipython-genutils, traitlets, pyzmq, tornado, jupyter-core, jupyter-client, decorator, pickleshare, matplotlib-inline, backcall, wcwidth, prompt-toolkit, parso, jedi, ipython, ipykernel, jupyterlab-widgets, nbformat, webencodings, bleach, pandocfilters, jupyterlab-pygments, defusedxml, mistune, testpath, nest-asyncio, async-generator, nbclient, nbconvert, Send2Trash, prometheus-client, ptyprocess, terminado, argon2-cffi, notebook, widgetsnbextension, ipywidgets, pydeck, validators, tzlocal, smmap, gitdb, gitpython, toolz, altair, pyarrow, toml, base58, watchdog, streamlit
  Attempting uninstall: click
	Found existing installation: click 8.0.1
	Uninstalling click-8.0.1:
	  Successfully uninstalled click-8.0.1
Successfully installed Send2Trash-1.5.0 altair-4.1.0 argon2-cffi-20.1.0 astor-0.8.1 async-generator-1.10 backcall-0.2.0 base58-2.1.0 bleach-3.3.0 click-7.1.2 decorator-5.0.9 defusedxml-0.7.1 gitdb-4.0.7 gitpython-3.1.17 ipykernel-5.5.5 ipython-7.24.1 ipython-genutils-0.2.0 ipywidgets-7.6.3 jedi-0.18.0 jupyter-client-6.1.12 jupyter-core-4.7.1 jupyterlab-pygments-0.1.2 jupyterlab-widgets-1.0.0 matplotlib-inline-0.1.2 mistune-0.8.4 nbclient-0.5.3 nbconvert-6.0.7 nbformat-5.1.3 nest-asyncio-1.5.1 notebook-6.4.0 pandocfilters-1.4.3 parso-0.8.2 pickleshare-0.7.5 prometheus-client-0.11.0 prompt-toolkit-3.0.18 ptyprocess-0.7.0 pyarrow-4.0.1 pydeck-0.6.2 pyzmq-22.1.0 smmap-4.0.0 streamlit-0.82.0 terminado-0.10.0 testpath-0.5.0 toml-0.10.2 toolz-0.11.1 tornado-6.1 traitlets-5.0.5 tzlocal-2.1 validators-0.18.2 watchdog-2.1.2 wcwidth-0.2.5 webencodings-0.5.1 widgetsnbextension-3.5.1

root@machineteacheble-ubuntu-s-8vcpu-16gb-nyc1-01:~/Food-Recommendation-System# streamlit run app.py

Usage: streamlit run [OPTIONS] TARGET [ARGS]...

Error: Invalid value: File does not exist: app.py

FileNotFoundError: [Errno 2] No such file or directory: 'input/food.csv'

can u share default file
tnks

Issues

SRM slaying students for these bullshit clubs

how solve No module named 'plotly'

ModuleNotFoundError: No module named 'plotly'
Traceback:
File "/usr/local/lib/python3.8/dist-packages/streamlit/script_runner.py", line 338, in _run_script
	exec(code, module.__dict__)
File "/root/Food-Recommendation-System/deploy/app.py", line 4, in <module>
	from plotly import graph_objs as go

root@machineteacheble-ubuntu-s-8vcpu-16gb-nyc1-01:~/Food-Recommendation-System/deploy# streamlit run app.py

  You can now view your Streamlit app in your browser.

  Network URL: http://ip:8501
  External URL: http://ip:8501

pls tell me commands for solve this
Tnks

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data-science-community-srm / food-recommendation-system Goto Github PK

food-recommendation-system's Introduction

Food Recomendation System

Preview

The Project is Deployed at https://foodrecomm.herokuapp.com/

Functionalities

Instructions to run

Contributors

License

food-recommendation-system's People

Contributors

Stargazers

Watchers

Forkers

food-recommendation-system's Issues

Recommend Projects

Recommend Topics

Recommend Org