Pinned Repositories
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
deepBrain
Neural Network for decoding ECoG brain signals into spoken language.
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.
nasbench-1shot1
NASLib
NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
nes
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
RobustDARTS
Understanding and Robustifying DARTS
arberzela's Repositories
arberzela/EfficientNAS
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906
arberzela/ImageNet32-tensorflow
Implementation of the WRN used to classify the downscaled ImageNet dataset.
arberzela/Applied-Bioinfo-Exercises
Solutions for the exercise sessions in the Applied Bioinformatics laboratory (2016) in the University of Freiburg.
arberzela/ARIMA-model
Modelling electricity price movements with an ARIMA model
arberzela/Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
arberzela/awesome-deep-learning-papers
The most cited deep learning papers
arberzela/Awesome-NAS
A curated list of neural architecture search (NAS) resources.
arberzela/awesome-quantum-ml
Curated list of awesome papers and resources in quantum machine learning
arberzela/darts
Differentiable architecture search for convolutional and recurrent networks
arberzela/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
arberzela/deep_architect
A general, modular, and programmable architecture search framework
arberzela/deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
arberzela/DeToL
Deep Topology Learning
arberzela/Guide-to-QC-and-QI
arberzela/HpBandSter
a distributed Hyperband implementation on Steroids
arberzela/MixUp-Lua
A memory efficient implementation of the MixUp augmentation procedure: https://arxiv.org/abs/1710.09412
arberzela/models
Models built with TensorFlow
arberzela/nas_benchmarks
arberzela/nasbench
NASBench: A Neural Architecture Search Dataset and Benchmark
arberzela/nasbench-1shot1
arberzela/nes-1
Neural Ensemble Search for Performant and Calibrated Predictions
arberzela/optimizer-visualization
Visualize Tensorflow's optimizers.
arberzela/performer-pytorch
An implementation of Performer, a linear attention-based transformer, in Pytorch
arberzela/PFNs
arberzela/PlotNeuralNet
Latex code for making neural networks diagrams
arberzela/python-graph
Automatically exported from code.google.com/p/python-graph
arberzela/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
arberzela/randomNAS_release
Code release for paper "Random Search and Reproducibility for NAS"
arberzela/RobustDARTS-1
Understanding and Robustifying DARTS
arberzela/vimrc
The ultimate Vim configuration (vimrc)