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florianmerkle's Projects

adv-eval-paper icon adv-eval-paper

LaTeX source for the paper "On Evaluating Adversarial Robustness"

cfavorita icon cfavorita

A project for solving demand forecast of a medium retailer using a simple Deep Learning model

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

fast_adversarial icon fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fastai-v3 icon fastai-v3

Starter app for fastai v3 model deployment on Render

fastai1 icon fastai1

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

foolbox icon foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

pruning_for_explainability icon pruning_for_explainability

This is the accompanying repository of the master's thesis with the title "How much pruning is too much? The effects of neural network pruning on explainability". The contents of this repository allow to recreate the results of our experiments.

smart-stlf icon smart-stlf

This article proposes a smart load forecasting scheme to forecast the short-term load for an actual sample network in the presence of uncertainties such as weather and the COVID-19 epidemic.

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