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The Top 23 Python Pytorch Neural Architecture Search Open Source Projects

Open source projects categorized as Python 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
Autogl ⭐ 1,035
An autoML framework & toolkit for machine learning on graphs.
most recent commit 4 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
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
Atomnas ⭐ 148
Code for ICLR 2020 paper 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'
most recent commit 4 years ago
Sgas ⭐ 129
SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas
most recent commit 3 years ago
Nsga Net ⭐ 114
NSGA-Net, a Neural Architecture Search Algorithm
most recent commit 5 years ago
Sgl ⭐ 106
A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
total releases 4most recent commit a year ago
Deep_architect ⭐ 98
A general, modular, and programmable architecture search framework
most recent commit 4 years ago
Receptive_field_analysis_toolbox ⭐ 91
A toolbox for receptive field analysis and visualizing neural network architectures
total releases 26most recent commit a year ago
Mtlnas ⭐ 79
[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
most recent commit 2 years ago
Hydra ⭐ 62
Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.
most recent commit 5 years ago
Metad2a ⭐ 59
Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)
most recent commit 4 months ago
Onn ⭐ 52
Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
total releases 21most recent commit 4 years ago
The 3 Most Depended On Python 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 Python 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 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
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