/exploratory_projects

public exploratory & research demo projects

Primary LanguageJupyter Notebook

About

Various one-off mini projects showcasing exploratory analysis or algorithm design research.

Project Index

  • Business Names
    Exploratory analysis for insights from world wide POI names.

  • Jobshop Scheduling
    Optimization algorithm for the NP-hard problem of scheduling jobs with finite linear resources.

  • Manufacturing Defects
    Anomaly detection for detecting when manufacturing sensors yield suspicious signals.

  • Parking Tickets
    Exploratory analysis for biases in parking tickets.

Getting Started

pip install -r <project>/requirements.txt;  # download per project external libs
env PYTHONPATH=${PWD} jupyter lab;          # launch interactive notebook environment