Repositories list

• Reject-Inference-Algorithm-Comparison

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Feb 9, 2025Feb 9, 2025

• LLMs-for-Plain-Text-Accounting

  Public
  Large Language Models for Code Generation of Plain Text Accounting with Domain Specific Languages

  Jupyter Notebook

  •1•0•0•0•Updated Dec 17, 2024Dec 17, 2024

• PatchTST_TimeLLM_for_Time_Series_Forecasting_in_Energy_Domain

  Public
  Energy-Time-Series-Forecasting-Using-LLM

  Jupyter Notebook

  •1•0•0•0•Updated Nov 29, 2024Nov 29, 2024

• Multivariate-Deep-Transfer-Learning-for-Robust-Building-Electric-Load-Forecasting

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Jul 31, 2024Jul 31, 2024

• Explainable-Energy-Price-Forecasting-with-NATM

  Public
  Master Thesis

  Jupyter Notebook

  •1•0•0•0•Updated Jun 13, 2024Jun 13, 2024

• Uncertainty-Modeling-in-Text-Classification

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Jun 3, 2024Jun 3, 2024

• RL-NAS-Transformer-Forecasting-TSF4E

  Public
  Jupyter Notebook

  •1•0•0•0•Updated May 20, 2024May 20, 2024

• DL-based-CausalEffect-Modeling

  Public
  Companion repository to Master thesis: Comparative Study of Probabilistic Causal Effect Estimation Using Different Global Models

  Jupyter Notebook

  •1•0•0•0•Updated May 13, 2024May 13, 2024

• CreditRisk_MissingDataBias

  Public
  MSc thesis on using advanced missind data imputation methods to tackle the reject inference problem in credit risk modeling

  TeX

  •1•0•0•0•Updated Mar 10, 2024Mar 10, 2024

• Natural-Audio-Data-Augmentation-Techniques

  Public
  Master dissertation on Natural Audio Data Augmentation Techniques

  Jupyter Notebook

  •1•1•0•0•Updated Jan 30, 2024Jan 30, 2024

• ZeroShot-step-by-step-distillation

  Public
  master thesis project @HU-Berlin

  Jupyter Notebook

  •1•0•0•0•Updated Dec 21, 2023Dec 21, 2023

• Transformer-based_Energy-Forecasting

  Public
  Potential of transformer time series models for the energy sector

  Jupyter Notebook

  •0•1•0•0•Updated Dec 14, 2023Dec 14, 2023

• Imbalanced_Learning_and_XAI_in_Credit_Risk

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Oct 28, 2023Oct 28, 2023

• Encoding-financial-time-series-as-images

  Public
  Encoding financial times series as images

  Jupyter Notebook

  •1•0•0•0•Updated Aug 30, 2023Aug 30, 2023

• TFT_for_Stock_Movement_Prediction

  Public
  Master dissertation on using the Temporal Fusion Transformer (TFT) to predict stock movement direction in a global versus local modelling regime for DAX 40 stocks.for

  Jupyter Notebook

  •2•0•0•0•Updated Jul 23, 2023Jul 23, 2023

• Knowledge-Graphs-Integration-in-the-Context-of-Supply-Chain-Risk-Management

  Public
  Repository accompanying the master thesis "Knowledge Graphs Integration in the Context of Supply Chain Risk Management on a Corporate use case""

  CSS

  •

  Apache License 2.0

  •2•0•0•0•Updated Jul 2, 2023Jul 2, 2023

• Conformal-Active-Learning-for-Reject-Inference

  Public
  Master thesis of the full title "An Active Learning Approach for Reject Inference in Credit Scoring using Conformal Prediction Intervals on Real and Semi-Artificial Data"

  Jupyter Notebook

  •2•0•0•0•Updated Jun 2, 2023Jun 2, 2023

• Survival_Analysis_for_E-Commerce

  Public
  Survival Analysis for Management Support in E-Commerce

  Jupyter Notebook

  •1•0•0•0•Updated May 15, 2023May 15, 2023

• Active-Learning-for-Credit-Scoring

  Public
  Application of Active Learning methodology to Credit Scoring datasets and classification problems

  missing-datacredit-scoringactive-learning+ 1reject-inference

  Jupyter Notebook

  •3•0•0•0•Updated Jan 23, 2023Jan 23, 2023

• Template

  Public
  Template

  4•1•0•0•Updated Jan 11, 2023Jan 11, 2023

• DissertationProjects2020-2022

  Public
  Student dissertation projects hosted by the chair of information systems of HU Berlin during 2020 - 2022Benchmarking Deep Survival Analysis Models in Credit Risk Modelling

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •29•0•0•0•Updated Dec 2, 2022Dec 2, 2022

• Conversion-Modelling-Benchmark

  Public
  Comparative analysis of supervised learning for predicting conversion in an automotive case with special focus on imbalanced learning

  supervised-learninge-commerceimbalanced-learning+ 2marketing-analyticsconversion-prediction

  Jupyter Notebook

  •1•0•0•0•Updated Nov 20, 2022Nov 20, 2022

• AgnesChatbot

  Public
  Development of a question answering system for the university software Agnes.

  nlptransformer-modelsquestion-answering-system

  Python

  •1•0•0•0•Updated Nov 8, 2022Nov 8, 2022