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    22 repositories

    • bads

      Public
      Demo codes, tutorials, and exercises for the master lecture Business Analytics and Data Science offered by the Chair of Information Systems at the Humboldt-University of Berlin
      teaching-materialsdata-sciencehumboldt-universitybusiness-analytics
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •101•66•0•0•Updated Oct 31, 2024Oct 31, 2024

    • IPML

      Public
      Introduction to Python Programming for Machine Learning and AI
      Jupyter Notebook
      •
      MIT License
      •5•13•0•0•Updated Oct 30, 2024Oct 30, 2024

    • delta

      Public
      Tutorial materials for the module Advanced Data Analytics for Management Support
      Jupyter Notebook
      •74•54•0•1•Updated Jul 12, 2024Jul 12, 2024

    • demopy

      Public
      Various small Python scripts that demonstrate concepts covered in our courses.
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Dec 12, 2023Dec 12, 2023

    • RecSys_for_energy_efficiency

      Public
      A digital companion to the research paper "Utility-Based Context-Aware Multi-Agent Recommendation System for Energy Efficiency in Residential Buildings"
      Jupyter Notebook
      •4•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • blog

      Public
      HTML
      •59•5•0•0•Updated Jun 19, 2023Jun 19, 2023

    • Activity-based_recommendations

      Public
      A digital companion to the research paper "Activity-Based Recommendations for Demand Response in Smart Sustainable Buildings", by Alona Zharova and Laura Löschmann
      Jupyter Notebook
      •2•0•0•0•Updated Mar 13, 2023Mar 13, 2023

    • User_perception_and_intention_to_use_SH

      Public
      A digital companion to the research paper "Understanding User Perception and Intention to Use Smart Homes for Energy Efficiency: A Survey", by Alona Zharova and Hee-Eun Lee
      R
      •2•0•0•0•Updated Mar 10, 2023Mar 10, 2023

    • Multistep_multiappliance_load_prediction

      Public
      A digital companion to the research paper "Multistep Multiappliance Load Prediction", by Alona Zharova and Antonia Scherz
      Jupyter Notebook
      •3•1•0•0•Updated Feb 6, 2023Feb 6, 2023

    • dissertations

      Public
      Repo for BSc. and MSc. dissertations supervised by members from the Chair of Information Systems at Humboldt-Universität zu Berlin.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •29•3•0•0•Updated Dec 14, 2022Dec 14, 2022

    • Explainable_multi-agent_RecSys

      Public
      A digital companion to the research paper "Explainable Multi-Agent Recommendation System for Energy-Efficient Smart Home", by Alona Zharova, Annika Boer, Julia Knoblauch, Kai Ingo Schewina, Jana Vihs
      Jupyter Notebook
      •5•2•0•0•Updated Oct 24, 2022Oct 24, 2022

    • Fair_Credit_Scoring

      Public
      Fair ML in credit scoring: Assessment, implementation and profit implications
      Python
      •18•0•0•0•Updated Jun 17, 2022Jun 17, 2022

    • fairness

      Public
      R package for computing different measures of algorithmic fairness
      R
      •
      Other
      •7•0•0•0•Updated Jun 21, 2021Jun 21, 2021

    • APA2021

      Public
      Applied Predictive Analytics Seminar (Summer 2021)
      1•5•0•0•Updated Apr 8, 2021Apr 8, 2021

    • InformationSystemsWS1718

      Public
      Jupyter Notebook
      •14•2•0•1•Updated Oct 20, 2020Oct 20, 2020

    • APA_multitask_causal_hurdle_NN

      Public
      Submission of the seminar paper (jupyter notebook) for the Applied Predictive Analytics
      Jupyter Notebook
      •1•0•0•0•Updated Sep 1, 2020Sep 1, 2020

    • GANbasedOversampling

      Public
      Jupyter Notebook
      •12•0•0•0•Updated Jul 31, 2020Jul 31, 2020

    • treatment-learn

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•0•0•0•Updated Apr 30, 2020Apr 30, 2020

    • response-dependent-costs

      Public
      Code accompanying the paper "Customer targeting under response-dependent costs"
      Jupyter Notebook
      •4•4•0•0•Updated Mar 4, 2020Mar 4, 2020

    • supervised_randomization

      Public
      Experiments showing the profit efficiency of targeted randomized sampling in comparison to standard A/B testing
      R
      •
      MIT License
      •3•0•0•0•Updated Sep 1, 2019Sep 1, 2019

    • BlogBackup

      Public
      CSS
      •0•0•0•0•Updated Feb 20, 2018Feb 20, 2018

    • MT_e-mail_prevention

      Public
      R
      •
      MIT License
      •1•0•0•0•Updated Nov 7, 2017Nov 7, 2017