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

[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang

? Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster

This Project is used for automatic dart scoring using computer vision/

[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.

"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

A simple pytorch implementation of Differentiable Architecture Search (DARTS)

Code for Cross-Task Neural Architecture Search for EEG Signals

[BMVC '21] DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search

One-stop time series analysis tool, supporting time series data preprocessing, feature engineering, model training, model evaluation, model prediction, etc. Based on spinesTS and darts.

[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.

Probeable DARTS with Application to Computational Pathology [ICCV2021]

PyTorch image classification models pre-trained