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1. robust-deep-learning robust-deep-learning Public

   A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances…

   Python 17 3

2. distinction-maximization-loss distinction-maximization-loss Public

   A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not incr…

   Python 45 5

3. entropic-out-of-distribution-detection entropic-out-of-distribution-detection Public

   A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference …

   Python 74 10

4. SVM-CNN SVM-CNN Public

   A feature extractor based on Python 3, Tensorflow, and Scikit-learn created to improve the SVM accuracy to classify the MNIST dataset fast and with more accuracy.

   Python 70 44