#automl · dorkhub

ViTAS

Code for ViTAS_Vision Transformer Architecture Search

Python★ 50

automl block-level-architectures channel-search deep-learning nas nas-search-space neural-architecture-search vision-transformer

@xiusu

shape-adaptor

The implementation of "Shape Adaptor: A Learnable Resizing Module" [ECCV 2020].

Python★ 71

automl nas neural-shape-learning pooling pytorch

@lorenmt

BossNAS

(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

Python★ 143

automl hybrid-neural-network nas neural-architecture-search self-supervised-learning transformer

@changlin31

NAS-Benchmark

[ICLR 2020] NAS evaluation is frustratingly hard

Python★ 148

automl benchmark differentiable-architecture-se evaluation nas nas-benchmark nas-evaluation neural-architecture-search

@antoyang

SAEI-Swarm-and-Evolutionary-Intelligence

TeX★ 152

ant-colony-optimization artificial-intelligence automl distributed-artificial-intelli distributed-evolutionary-algor evolutionary-algorithms evolutionary-computation evolutionary-robotics

@Evolutionary-Intelligence

FairDARTS

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

Python★ 177

automl darts fairdarts nas

@xiaomi-automl

Hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific do…

Python★ 265

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts

@DataCanvasIO

deephyper

DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning

Python★ 308

automl deep-learning hpc hyperparameter-optimization machine-learning mpi multi-fidelity neural-architecture-search

@deephyper

autodeeplab

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

Python★ 312

architecture-search automl nas

@NoamRosenberg

awesome-nas-papers

Awesome Neural Architecture Search Papers

code★ 405

architecture-search autodl automl awesome-list nas neural-architecture-search papers

@jackguagua

lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.

Python★ 446

automl classfication cvpr2023 deepmad iclr2023 icml-2022 maedet nas

@alibaba

archai

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

Python★ 485

automated-machine-learning automl darts deep-learning hyperparameter-optimization machine-learning model-compression nas

@microsoft

NASLib

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing inter…

Python★ 594

automl nas neural-architecture-search

@automl

AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics

Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual lear…

Jupyter Notebook★ 630

automated-machine-learning automl concept-drift data-preprocessing data-stream-processing data-streams deep-learning feature-engineering

@Western-OC2-Lab

NAS-Bench-201

NAS-Bench-201 API and Instruction

Python★ 644

automl dataset nas nas-bench-201 pytorch

@D-X-Y

h1st

Power Tools for AI Engineers With Deadlines

Jupyter Notebook★ 796

automl autonomous-vehicles avionics cold-start collaboration cybersecurity data-science datascience-environment

@h1st-ai

Awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Light…

code★ 856

architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression

@guan-yuan

AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Python★ 1.2k

ai artificial-intelligence autodl autodl-challenge automated-machine-learning automl big-data data-science

@DeepWisdom

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

Python★ 1.6k

autodl automl nas neural-architecture-search pytorch

@D-X-Y

Cream

This is a collection of our NAS and Vision Transformer work.

Python★ 1.8k

automl efficiency knowledge-distillation nas rpe vision-transformer vit-compression

@microsoft

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

Python★ 2k

acceleration automl edge-ai efficient-model nas tinyml

@mit-han-lab

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth…

Python★ 2.3k

autodl automl awesome deep-learning hyper-parameter-optimization nas neural-architecture-search

@D-X-Y

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Jupyter Notebook★ 10k

adsp ag066833 aiml alzheimer alzheimers automated-machine-learning automation automl

@EpistasisLab

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

code★ 24k

automl chatgpt data-analysis data-science data-visualization data-visualizations deep-learning gpt

@lukasmasuch