neural-architecture-search

Star

Here are 393 public repositories matching this topic...

Language:All

Filter by language

All393 Python305 Jupyter Notebook45 C++5 C3 HTML3 F#1 JavaScript1 Makefile1 Rust1 Shell1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

microsoft /nni

Star14.2k

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

python data-science machine-learning deep-learning neural-network tensorflow machine-learning-algorithms pytorch distributed hyperparameter-optimization feature-engineering nas bayesian-optimization hyperparameter-tuning automl automated-machine-learning model-compression neural-architecture-search deep-neural-network mlops

UpdatedJul 3, 2024
Python

keras-team /autokeras

Star9.2k

AutoML library for deep learning

python machine-learning deep-learning tensorflow keras automl automated-machine-learning neural-architecture-search autodl

UpdatedDec 16, 2024
Python

hibayesian /awesome-automl-papers

Star4.1k

A curated list of automated machine learning papers, articles, tutorials, slides and projects

hyperparameter-optimization automl neural-architecture-search automated-feature-engineering

UpdatedJun 11, 2024

quark0 /darts

Star4k

Differentiable architecture search for convolutional and recurrent networks

deep-learning language-modeling pytorch recurrent-networks image-classification convolutional-networks automl neural-architecture-search

UpdatedJan 3, 2021
Python

tensorflow /adanet

Star3.5k

Fast and flexible AutoML with learning guarantees.

python machine-learning deep-learning tensorflow gpu ensemble automl learning-theory neural-architecture-search distributed-training tpu

UpdatedNov 30, 2023
Jupyter Notebook

carpedm20 /ENAS-pytorch

Star2.7k

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

pytorch neural-architecture-search google-brain

UpdatedJul 6, 2023
Python

D-X-Y /Awesome-AutoDL

Star2.3k

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

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

UpdatedSep 26, 2022
Python

chaoyanghe /Awesome-Federated-Learning

Star2k

FedML - The Research and Production Integrated Federated Learning Library:https://fedml.ai

machine-learning privacy computer-vision semi-supervised-learning transfer-learning wireless-communication distributed-optimization interpretability neural-architecture-search federated-learning continual-learning vertical-federated-learning non-iid decentralized-federated-learning hierarchical-federated-learning adversarial-attack-and-defense communication-efficiency straggler-problem computation-efficiency incentive-mechanism

UpdatedSep 3, 2022

kubeflow /katib

Star1.6k

Automated Machine Learning on Kubernetes

kubernetes machine-learning ai tensorflow scikit-learn pytorch hyperparameter-tuning automl neural-architecture-search kubeflow jax mlops huggingface llm

UpdatedJul 18, 2025
Python

D-X-Y /AutoDL-Projects

Star1.6k

Automated deep learning algorithms implemented in PyTorch.

pytorch nas automl neural-architecture-search autodl

UpdatedApr 24, 2022
Python

markdtw /awesome-architecture-search

Star1.2k

A curated list of awesome architecture search resources

deep-learning neural-architecture-search

UpdatedSep 15, 2020

THUMNLab /AutoGL

Star1.1k

An autoML framework & toolkit for machine learning on graphs.

machine-learning deep-learning pytorch automl neural-architecture-search hyper-parameter-optimization graph-neural-networks pytorch-geometric

UpdatedAug 8, 2024
Python

google-research /morph-net

Star1k

Fast & Simple Resource-Constrained Learning of Deep Network Structure

python machine-learning deep-learning tensorflow automl neural-architecture-search

UpdatedJun 16, 2025
Python

joeddav /devol

Star949

Genetic neural architecture search with Keras

machine-learning computer-vision deep-learning genetic-algorithm keras automl neural-architecture-search

UpdatedMay 25, 2023
Python

JiahuiYu /slimmable_networks

Star922

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

efficient on-demand adaptive automated neural-architecture-search edge-devices slimmable-networks

UpdatedMar 9, 2023
Python

gigwegbe /tinyml-papers-and-projects

Star887

This is a list of interesting papers and projects about TinyML.

machine-learning computer-vision embedded-systems neural-architecture-search tinyml wake-word

UpdatedJul 1, 2025

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

c microcontroller deep-learning cpp pytorch codegenerator quantization edge-computing neural-architecture-search tinyml

UpdatedNov 27, 2024
C

guan-yuan /Awesome-AutoML-and-Lightweight-Models

Star852

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

tensorflow pytorch hyperparameter-optimization awesome-list quantization nas automl model-compression neural-architecture-search meta-learning architecture-search quantized-training model-acceleration automated-feature-engineering quantized-neural-network