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The Top 23 Deep Learning Neural Architecture Search Open Source Projects

Open source projects categorized as Deep Learning Neural Architecture Search
Categories > Machine Learning > Deep Learning
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
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 ⭐ 2,207
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
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
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
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
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9most recent commit 7 months ago
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9most recent commit 4 months ago
Pnasnet.pytorch ⭐ 299
PyTorch implementation of PNASNet-5 on ImageNet
most recent commit 5 years ago
Mcunet ⭐ 299
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
total releases 5most recent commit 7 months ago
Naszilla ⭐ 269
Naszilla is a Python library for neural architecture search (NAS)
total releases 1most recent commit a year ago
Nn Meter ⭐ 265
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
total releases 3most recent commit a year ago
Randwirenn ⭐ 259
Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
most recent commit 4 years ago
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
Dna ⭐ 225
(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
most recent commit 3 years ago
Lycoris ⭐ 188
A lightweight and easy-to-use deep learning framework with neural architecture search.
dependent packages 3total releases 10most recent commit 4 years agopypi LycorisNet} Downloads
Deep_architect_legacy ⭐ 146
DeepArchitect: Automatically Designing and Training Deep Architectures
most recent commit 5 years ago
Torchprune ⭐ 130
A research library for pytorch-based neural network pruning, compression, and more.
most recent commit a year ago
The 6 Most Depended On Deep Learning Neural Architecture Search Open Source Projects
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
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 Deep Learning Neural Architecture Search Open Source Projects
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 4 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
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