Arber Zela's repositories
EfficientNAS
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906
ImageNet32-tensorflow
Implementation of the WRN used to classify the downscaled ImageNet dataset.
Applied-Bioinfo-Exercises
Solutions for the exercise sessions in the Applied Bioinformatics laboratory (2016) in the University of Freiburg.
ARIMA-model
Modelling electricity price movements with an ARIMA model
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
awesome-deep-learning-papers
The most cited deep learning papers
Awesome-NAS
A curated list of neural architecture search (NAS) resources.
awesome-quantum-ml
Curated list of awesome papers and resources in quantum machine learning
darts
Differentiable architecture search for convolutional and recurrent networks
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep_architect
A general, modular, and programmable architecture search framework
deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
DeToL
Deep Topology Learning
HpBandSter
a distributed Hyperband implementation on Steroids
MixUp-Lua
A memory efficient implementation of the MixUp augmentation procedure: https://arxiv.org/abs/1710.09412
mothernet
Mothernet: A Foundational Hypernetwork for Tabular Classification
optimizer-visualization
Visualize Tensorflow's optimizers.
performer-pytorch
An implementation of Performer, a linear attention-based transformer, in Pytorch
PlotNeuralNet
Latex code for making neural networks diagrams
python-graph
Automatically exported from code.google.com/p/python-graph
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
randomNAS_release
Code release for paper "Random Search and Reproducibility for NAS"
RobustDARTS-1
Understanding and Robustifying DARTS
vimrc
The ultimate Vim configuration (vimrc)