Neural Architecture Search Python Packages

nni

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

kubeflow-katib-api

Automated Machine Learning on Kubernetes

autokeras

AutoML library for deep learning

kubeflow-katib

Automated Machine Learning on Kubernetes

hpbandster

a distributed Hyperband implementation on Steroids

hyperactive

A unified interface for optimization algorithms and experiments

e2eaiok

Intel® End-to-End AI Optimization Kit

syne-tune

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

hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

deephyper

DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning

neural-pipeline-search

Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.

dnaty

Compress PyTorch models for edge devices — CPU-only, no GPU, no retraining. One function call.

adanet

Fast and flexible AutoML with learning guarantees.

e2eaiok-sda

Intel® End-to-End AI Optimization Kit

nni-daily

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

myylearn

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

e2eaiok-denas

Intel® End-to-End AI Optimization Kit

rfa-toolbox

A toolbox for receptive field analysis and visualizing neural network architectures

bristol

Parallel random matrix tools and complexity for deep learning

betty-ml

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

pyrecdp

Intel® End-to-End AI Optimization Kit

nn-meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

onn

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

deltatuner

Intel® End-to-End AI Optimization Kit