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PRIMA (Prediksi Mahasiswa)

Description

Prima adalah sistem prediksi kelulusan mata kuliah dan kelolosan evaluasi akademik mahasiswa Fasilkom UI. Prima menggunakan Pemelajaran Mesin untuk memberikan prediksi kelulusan mata kuliah dan kelolosan evaluasi akademik berdasarkan rekam jejak akademik para peserta didik. Prima juga berperan sebagai Sistem terintegrasi bagi Mahasiswa dan Pihak fakultas untuk memantau kinerja atau pencapaian akademik peserta didik dan juga berperan untuk deteksi dini peserta didik yang terancam tidak lolos evaluasi akademik yang akan digunakan untuk mengurangi mahasiswa yang akan tidak lolos evaluasi akademik.

Pipeline & Coverage:

  • Master Branch pipeline status coverage report

  • SIT_UAT Branch pipeline status coverage report

Environment

  • Language : Python 3.x
  • Linter : Pylint
  • Framework : Django
  • CI Runner : Gitlab CI
  • Cloud Platform : Heroku
  • Database :
    • Development : SQLite3
    • Production : PostgreSQL

Install Python Package

OSX & GNU/Linux:

pip3 install -r requirements.txt

Windows:

pip install -r requirements.txt

Run Django on Localhost

OSX & GNU/Linux:

python3 manage.py runserver

Windows:

python manage.py runserver

Run Linter

OSX & GNU/Linux & Windows (Bash):

./django-lint.sh

Run Test

OSX & GNU/Linux & Windows (Bash):

./django-test.sh

Run Linter & Test

OSX & GNU/Linux & Windows (Bash):

./django-check.sh

gpa-prediction's People

Contributors

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Watchers

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