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Moody AI Solution

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by jccamascah dot icon Updated: Nov 2, 2021

Solution Kit Solution Kit  

We are AI-Wave team and we present Moody, a platform that allows us to monitor and assist student’s mental health through time, by using natural language processing and system recommendation algorithms, day to day student’s information, virtual assistant, emotional tracking and a real time dashboard. Website (MVP) : https://buildwithai-aiwave.netlify.app Solution info : https://docs.google.com/document/d/1AQqLaMC4d99qQ34ylzDyK2JHvoobNgjogHfQld03kQs/edit Youtube video: https://www.youtube.com/watch?v=kEx9w8sUhMA Github: https://github.com/shahbaazkyz/AI-Wave

Development Environment

We use Jupyter for development environment

notebookby jupyter

Jupyter Notebook doticonstar image 9830 doticonVersion:v7.0.0a15doticon
License: Permissive (BSD-3-Clause)

Jupyter Interactive Notebook

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            notebookby jupyter

            Jupyter Notebook doticon star image 9830 doticonVersion:v7.0.0a15doticon License: Permissive (BSD-3-Clause)

            Jupyter Interactive Notebook
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                      Machine Learning

                      All the machine learning libraries used for the solution

                      scikit-learnby scikit-learn

                      Python doticonstar image 53431 doticonVersion:1.2.2doticon
                      License: Permissive (BSD-3-Clause)

                      scikit-learn: machine learning in Python

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                                scikit-learnby scikit-learn

                                Python doticon star image 53431 doticonVersion:1.2.2doticon License: Permissive (BSD-3-Clause)

                                scikit-learn: machine learning in Python
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                                          spaCyby explosion

                                          Python doticonstar image 25506 doticonVersion:v3.5.1doticon
                                          License: Permissive (MIT)

                                          💫 Industrial-strength Natural Language Processing (NLP) in Python

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                                                    spaCyby explosion

                                                    Python doticon star image 25506 doticonVersion:v3.5.1doticon License: Permissive (MIT)

                                                    💫 Industrial-strength Natural Language Processing (NLP) in Python
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                                                              gensimby RaRe-Technologies

                                                              Python doticonstar image 14076 doticonVersion:4.3.0doticon
                                                              License: Weak Copyleft (LGPL-2.1)

                                                              Topic Modelling for Humans

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                                                                        gensimby RaRe-Technologies

                                                                        Python doticon star image 14076 doticonVersion:4.3.0doticon License: Weak Copyleft (LGPL-2.1)

                                                                        Topic Modelling for Humans
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                                                                                  Data Manipulation & Adquisition

                                                                                  All the libraries used for data adquisition and manipulation

                                                                                  tweepyby tweepy

                                                                                  Python doticonstar image 9544 doticonVersion:v4.13.0doticon
                                                                                  License: Permissive (MIT)

                                                                                  Twitter for Python!

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                                                                                            tweepyby tweepy

                                                                                            Python doticon star image 9544 doticonVersion:v4.13.0doticon License: Permissive (MIT)

                                                                                            Twitter for Python!
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                                                                                                      pandasby pandas-dev

                                                                                                      Python doticonstar image 37275 doticonVersion:v2.0.0rc1doticon
                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                      Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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                                                                                                                pandasby pandas-dev

                                                                                                                Python doticon star image 37275 doticonVersion:v2.0.0rc1doticon License: Permissive (BSD-3-Clause)

                                                                                                                Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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                                                                                                                          regexby rust-lang

                                                                                                                          Rust doticonstar image 2743 doticonVersion:1.0.0doticon
                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                          An implementation of regular expressions for Rust. This implementation uses finite automata and guarantees linear time matching on all inputs.

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                                                                                                                                    regexby rust-lang

                                                                                                                                    Rust doticon star image 2743 doticonVersion:1.0.0doticon License: Permissive (Apache-2.0)

                                                                                                                                    An implementation of regular expressions for Rust. This implementation uses finite automata and guarantees linear time matching on all inputs.
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                                                                                                                                              demojiby ahrs

                                                                                                                                              Shell doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                              License: Strong Copyleft (GNU GPLv3)

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                                                                                                                                                        demojiby ahrs

                                                                                                                                                        Shell doticon star image 0 doticonVersion:Currentdoticon License: Strong Copyleft (GNU GPLv3)

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                                                                                                                                                                  Kit Solution Source

                                                                                                                                                                  AI-Waveby shahbaazkyz

                                                                                                                                                                  Jupyter Notebook doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                  no licences License: No License (null)

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                                                                                                                                                                            AI-Waveby shahbaazkyz

                                                                                                                                                                            Jupyter Notebook doticon star image 0 doticonVersion:Currentdoticonno licences License: No License

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                                                                                                                                                                                      Deployment Information

                                                                                                                                                                                      Our solution and all assest are available in the below repository

                                                                                                                                                                                      Install the next dependenciaes !pip install tweepy !pip install demoji !pip install preprocessor !pip install unidecode !pip install -U spacy==3.0.6 !python3 -m spacy download en_core_web_md !pip install ibm_watson Please enter to the website ----> https://buildwithai-aiwave.netlify.app

                                                                                                                                                                                      MVP

                                                                                                                                                                                      The link to the website of the solution is : https://buildwithai-aiwave.netlify.app