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The Top 23 Pytorch Neural Architecture Search Open Source Projects

Open source projects categorized as Pytorch 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
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
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
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
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
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
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9most recent commit 7 months ago
Real Time Network ⭐ 374
real-time network architecture for mobile devices and semantic segmentation
most recent commit 2 years ago
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9most recent commit 3 months 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
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
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
Autospeech ⭐ 204
[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang
most recent commit a year ago
Atomnas ⭐ 148
Code for ICLR 2020 paper 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'
most recent commit 4 years ago
Torchprune ⭐ 130
A research library for pytorch-based neural network pruning, compression, and more.
most recent commit a year ago
The 3 Most Depended On Pytorch 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
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 Pytorch 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
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