Top 11 Python neural-architecture-search Projects

nni

5 13,726 6.7 Python

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
autokeras

5 9,065 5.3 Python

AutoML library for deep learning
InfluxDB

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AutoDL-Projects

3 1,546 1.8 Python

Automated deep learning algorithms implemented in PyTorch.
Hyperactive

8 487 7.7 Python

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

Project mention: Hyperactive Version 4.5 Released | news.ycombinator.com | 2023-08-27

archai

3 453 8.3 Python

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
syne-tune

1 363 8.5 Python

Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Hypernets

1 261 7.7 Python

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
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The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
deephyper

1 261 7.9 Python

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
sgas

3 160 0.0 Python

SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas
receptive_field_analysis_toolbox

2 109 0.0 Python

A toolbox for receptive field analysis and visualizing neural network architectures
GP-CNAS

1 5 10.0 Python

Implementation example of GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python neural-architecture-search related posts

Filter Pruning for PyTorch
1 project | /r/deeplearning | 13 Apr 2023
Filter Pruning for PyTorch
1 project | /r/computervision | 13 Apr 2023
Machine Learning Algorithms Cheat Sheet
1 project | news.ycombinator.com | 19 Feb 2022
Ask HN: Which piece of tech is underutilized?
1 project | news.ycombinator.com | 6 Nov 2021
GDAS paper : Searching for A Robust Neural Architecture in Four GPU Hours
1 project | /r/deeplearning | 20 Oct 2021
[N][R] A Brief Tutorial for Developing AutoML Tools with Hypernets
2 projects | /r/MachineLearning | 28 Jun 2021
Forward pass computation for GDAS NAS coding
1 project | /r/pytorch | 6 Jun 2021
A note from our sponsor - WorkOS
workos.com | 25 Apr 2024

The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

Index

What are some of the best open-source neural-architecture-search projects in Python? This list will help you:

	Project	Stars
1	nni	13,726
2	autokeras	9,065
3	AutoDL-Projects	1,546
4	Hyperactive	487
5	archai	453
6	syne-tune	363
7	Hypernets	261
8	deephyper	261
9	sgas	160
10	receptive_field_analysis_toolbox	109
11	GP-CNAS	5