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The Top 23 Python Neural Architecture Search Open Source Projects

Open source projects categorized as Python 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
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
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
Randwirenn ⭐ 663
Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
most recent commit 5 years ago
Slimmable_networks ⭐ 623
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
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
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
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
Syne Tune ⭐ 342
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
most recent commit 4 months ago
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9most recent commit 3 months ago
Neural Architecture Search ⭐ 312
Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).
most recent commit 5 years 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
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
The 8 Most Depended On Python 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 Python 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
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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