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Arber Zela's Projects

applied-bioinfo-exercises icon applied-bioinfo-exercises

Solutions for the exercise sessions in the Applied Bioinformatics laboratory (2016) in the University of Freiburg.

arima-model icon arima-model

Modelling electricity price movements with an ARIMA model

auto-pytorch icon auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

awesome-nas icon awesome-nas

A curated list of neural architecture search (NAS) resources.

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

deep_architect icon deep_architect

A general, modular, and programmable architecture search framework

deepbrain icon deepbrain

Neural Network for decoding ECoG brain signals into spoken language.

deepcluster icon deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

efficientnas icon efficientnas

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906

hpbandster icon hpbandster

a distributed Hyperband implementation on Steroids

mixup-lua icon mixup-lua

A memory efficient implementation of the MixUp augmentation procedure: https://arxiv.org/abs/1710.09412

nasbench icon nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark

nes-1 icon nes-1

Neural Ensemble Search for Performant and Calibrated Predictions

performer-pytorch icon performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch

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