Popular GitHub Repositories for Darts

OpenMMLab Model Compression Toolbox and Benchmark.

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

[AAAI '23] PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor

PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

Code for Cross-Task Neural Architecture Search for EEG Signals

[IROS 2021] ADD: A Fine-grained Dynamic Inference Architecture for Semantic Image Segmentation

The DeepTSF time series forecasting repository developed by ICCS within the I-NERGY H2020 project

MC-DARTS : Model Size Constrained Differentiable Architecture Search

As a toy project, this repository provides implementations of the first order Differentiable Architecture Search (DARTS) on the fashion-mnist dataset in three different frameworks.

PyTorch image classification models pre-trained

Latency Estimation for Neural Network Architecture

Automated Machine Learning with Neural Architecture Search (AutoML with NAS). I try to collect papers when I make a review in this field.

3D CNN architecture of HSI classification using AutoML Differentiable Architecture Search

Differentiable Architecture Search Toolkit in PyTorch Lightning

Time-Series forecasting sales for Favourita stores from Ecuador using LightGBM Machine Learning Model.