Replication of the novel Generative Adversarial Transformer using TensorFlow 1.x.

Jupyter Book for DDLitLab application

Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)

A collection of state-of-the-art contraction ordering algorithms. https://arxiv.org/abs/2209.12332

Reproducing the results of Qiu et al. (2024) "Decarbonized energy system planning with high-resolution..."

A lightweight, extensible Python template using uv, Hydra, and a production-ready directory structure for data, ML, and modern software projects.

An open-source, ASIC-based toolchain for evaluating hardware cost.

Scripts and own generated data developed for the article: Miranda Xicotencatl, B., Kleijn, R., van Nielen, S., Donati, F., Sprecher B. & Tukker, A. (2023). Data implementation matters: Effect of software choice and LCI database evolution on a comparative LCA study of permanent magnets.

LLM for Index Recommendation

Exploring weights and biases platform for model reproducibility

Kleiner Pflege-Benchmark (10 MC, 5 NLI) zum Vergleich mehrerer KI‑Modelle inkl. Auswertung, Grafiken und HTML‑Report.

OS-level deterministic bridge with in-freq multi-channels (1–8) and multi-OS bridges. Bit-identical across Linux, macOS, Windows. No heuristics.

Sharpness-Aware Minimization optimizer achieving +5.26 pp accuracy and 4.4× faster training, Apple Silicon optimized.

Directory of tools and best practices for research reproducibility

Platform to evaluate index selection algorithms

Reproducible PyTorch ablation: mixup vs baseline on CIFAR-10, SVHN & Oxford-IIIT Pet. Seeded runs, matched budgets, accuracy/log-loss/ECE.

Requirements-to-Running-Code benchmark for AI/LLM systems and frameworks—builds, runs, and auto-scores apps across functional and non-functional metrics.

STTF