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1. dpsgd-optimizer dpsgd-optimizer Public

   Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with G…

   Python 42 6

2. pytorch-lmdb pytorch-lmdb Public

   A simple Lightning Memory-Mapped Database (LMDB) converter for ImageFolder datasets in PyTorch. Using LMDB over a regular file structure improves I/O performance significantly. Works on both Window…

   Python 20 2

3. mensa mensa Public

   MENSA: A Multi-Event Network for Survival Analysis with Trajectory-based Likelihood Estimation. Accepted at ML4H 2025.

   Jupyter Notebook 2

4. rulsurv rulsurv Public

   Code for: RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings (2025)

   Python 18 1

5. ball-bearing-survival ball-bearing-survival Public

   Implementation of Predicting Survival Time of Ball Bearings in the Presence of Censoring (AAAI Fall Symposium 2023)

   Python 5

6. survival-datasets survival-datasets Public

   Common datasets in survival analysis.

   Python 4 1