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1. DP-FedSOFIM_V2 DP-FedSOFIM_V2 Public

   Official implementation of DP-FedSOFIM: differentially private federated learning with second-order Fisher Information Matrix optimization (TMLR 2026)

   Python 1

2. dataset-cartography-qnli dataset-cartography-qnli Public

   Reproducing Dataset Cartography on QNLI, and showing that a DistilRoBERTa-built data map can select training data for RoBERTa-large, improving adversarial robustness by +3.8pp over the original sel…

   Jupyter Notebook 1

3. membership-inference-gpt2 membership-inference-gpt2 Public

   Jupyter Notebook 1

4. FedDAF FedDAF Public

   Federated Domain Adaptation via Gompertz-normalized model functional distance (target + source model aggregation under domain shift and data scarcity).

   Python 1

5. parametric-cad-generator parametric-cad-generator Public

   Automate CAD editing workflows with natural language. Proof-of-concept system using RAG and LLMs to generate Fusion 360 Python scripts from plain English instructions.

   Jupyter Notebook 3

6. 5Axis-Gcode-Generator 5Axis-Gcode-Generator Public

   This generator creates G-Code for an in-house-built 5-axis Ender Neo, optimized for FANUC format. It enables precise slicing and multi-axis toolpaths for specific shapes and angles (not continuous …

   G-code 1