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The Top 23 Automl Neural Architecture Search Open Source Projects

Open source projects categorized as Automl Neural Architecture Search
Categories > Machine Learning > Neural Architecture Search
Nni ⭐ 13,701
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 27total releases 55most recent commit a month agopypi nni} Downloads
Autokeras ⭐ 9,023
AutoML library for deep learning
dependent packages 5total releases 58most recent commit 4 months agopypi autokeras} Downloads
Awesome Automl Papers ⭐ 3,607
A curated list of automated machine learning papers, articles, tutorials, slides and projects
most recent commit a year ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
dependent packages 1total releases 13most recent commit 3 years agopypi adanet} Downloads
Darts ⭐ 2,775
Differentiable architecture search for convolutional and recurrent networks
most recent commit 4 years ago
Awesome Autodl ⭐ 2,201
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
total releases 4most recent commit 2 years ago
Autodl Projects ⭐ 1,546
Automated deep learning algorithms implemented in PyTorch.
total releases 2most recent commit 2 years ago
Autogl ⭐ 1,035
An autoML framework & toolkit for machine learning on graphs.
most recent commit 4 months ago
Morph Net ⭐ 1,010
Fast & Simple Resource-Constrained Learning of Deep Network Structure
most recent commit 9 months ago
Devol ⭐ 910
Genetic neural architecture search with Keras
most recent commit 4 years ago
Awesome Automl And Lightweight Models ⭐ 647
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.
most recent commit 4 years ago
Hpbandster ⭐ 551
a distributed Hyperband implementation on Steroids
dependent packages 14total releases 8most recent commit 2 years agopypi hpbandster} Downloads
Naslib ⭐ 448
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.
most recent commit 5 months ago
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9most recent commit 7 months ago
Pnasnet.pytorch ⭐ 299
PyTorch implementation of PNASNet-5 on ImageNet
most recent commit 5 years ago
Naszilla ⭐ 269
Naszilla is a Python library for neural architecture search (NAS)
total releases 1most recent commit a year ago
Awesome Nas Papers ⭐ 258
Awesome Neural Architecture Search Papers
most recent commit 3 years ago
Hypernets ⭐ 256
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
dependent packages 8total releases 18most recent commit 3 months agopypi hypernets} Downloads
Deephyper ⭐ 253
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
dependent packages 1total releases 30most recent commit 3 months agopypi deephyper} Downloads
Aw_nas ⭐ 230
aw_nas: A Modularized and Extensible NAS Framework
most recent commit 7 months ago
Dna ⭐ 225
(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
most recent commit 3 years ago
Hyperts ⭐ 225
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
total releases 3most recent commit 4 months ago
Ace ⭐ 223
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
most recent commit a year ago
The 6 Most Depended On Automl Neural Architecture Search Open Source Projects
Hpbandster ⭐ 551
a distributed Hyperband implementation on Steroids
dependent packages 14total releases 8latest release November 06, 2018most recent commit 2 years agopypi hpbandster} Downloads
Autokeras ⭐ 9,023
AutoML library for deep learning
dependent packages 5total releases 58latest release January 28, 2023most recent commit 4 months agopypi autokeras} Downloads
Deephyper ⭐ 253
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
dependent packages 1total releases 30latest release August 21, 2023most recent commit 3 months agopypi deephyper} Downloads
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
dependent packages 1total releases 13latest release July 09, 2020most recent commit 3 years agopypi adanet} Downloads
The 10 Latest Releases In Automl Neural Architecture Search Open Source Projects
E2eaiok ⭐ 30
Intel® End-to-End AI Optimization Kit
total releases 154latest release December 02, 2023most recent commit 3 months ago
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9latest release September 15, 2023most recent commit 7 months ago
Deephyper ⭐ 253
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
dependent packages 1total releases 30latest release August 21, 2023most recent commit 3 months agopypi deephyper} Downloads
Autokeras ⭐ 9,023
AutoML library for deep learning
dependent packages 5total releases 58latest release January 28, 2023most recent commit 4 months agopypi autokeras} Downloads
Hyperts ⭐ 225
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
total releases 3latest release July 21, 2022most recent commit 4 months ago
Autodl Projects ⭐ 1,546
Automated deep learning algorithms implemented in PyTorch.
total releases 2latest release August 14, 2021most recent commit 2 years ago
Naszilla ⭐ 269
Naszilla is a Python library for neural architecture search (NAS)
total releases 1latest release November 15, 2020most recent commit a year ago
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