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The Top 23 Neural Architecture Search Open Source Projects

Open source projects categorized as Neural Architecture Search
Categories > Machine Learning > Neural Architecture Search
Nni ⭐ 13,725
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 2 months 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
Enas Pytorch ⭐ 2,242
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
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
Awesome Federated Learning ⭐ 1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
most recent commit 2 years ago
Autogl ⭐ 1,035
An autoML framework & toolkit for machine learning on graphs.
most recent commit 4 months ago
Awesome Architecture Search ⭐ 1,011
A curated list of awesome architecture search resources
most recent commit 4 years 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
Randwirenn ⭐ 663
Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
most recent commit 5 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
Slimmable_networks ⭐ 623
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
most recent commit 4 years ago
Tinyengine ⭐ 614
[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
most recent commit 7 months ago
Tinyml Papers And Projects ⭐ 566
This is a list of interesting papers and projects about TinyML.
most recent commit 7 months ago
Hpbandster ⭐ 551
a distributed Hyperband implementation on Steroids
dependent packages 14total releases 8most recent commit 2 years agopypi hpbandster} Downloads
Fasterseg ⭐ 523
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
most recent commit a year ago
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75most recent commit 4 months agopypi hyperactive} Downloads
Autogan ⭐ 460
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
most recent commit 3 months ago
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
The 8 Most Depended On 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
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
Lycoris ⭐ 188
A lightweight and easy-to-use deep learning framework with neural architecture search.
dependent packages 3total releases 10latest release May 22, 2020most recent commit 4 years agopypi LycorisNet} 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
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
The 10 Latest Releases In 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
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9latest release October 12, 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
Bristol ⭐ 30
Parallel random matrix tools and complexity for deep learning
total releases 22latest release April 16, 2023most recent commit 7 months ago
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
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