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1. csgo-ai-challenge csgo-ai-challenge Public

   Skybox presented an AI challenge that ran from Spring to Fall 2020, where teams had to predict the winner of rounds in the tactical shooter CS:GO. This project uses TensorFlow, Scikit-learn and Cat…

   Python 1

2. ertms-modelling-vdm ertms-modelling-vdm Public

   An Overture project that models ERTMS level 2 and interlocking properties in VDM++.

   TeX 2 1

3. thesis-cloudksvd thesis-cloudksvd Public

   Master's thesis about sparse approximation and dictionary learning using Cloud K-SVD for image denoising. Results show that the algorithm is able to learn sparse representations of signal vectors f…

   Python 6

4. 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 41 5

5. 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 18 1

6. UE-BNNSurv UE-BNNSurv Public

   Official TensorFlow implementation of Uncertainty Estimation in Deep Bayesian Survival Models (BHI 2023)

   Jupyter Notebook 3