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microsoft/nni

An open-source AutoML toolkit for automating the machine learning lifecycle, including feature engineering, neural architecture search, and hyperparameter tuning.

14.3K
Archived
Python
ML Ops
PyTorch
#automated-machine-learning#automl#hyperparameter-tuning

keras-team/autokeras

AutoKeras is an open-source AutoML library for deep learning that automates the model selection and hyperparameter tuning process.

9.3K
Stable
Python
AutoML
Keras
#deep-learning#neural-networks#automated-model-selection

quark0/darts

A differentiable architecture search library for convolutional and recurrent neural networks

4.0K
Archived
Python
Neural Architecture Search
API Frameworks
PyTorch
#automl#convolutional-networks#recurrent-networks

tensorflow/adanet

A flexible AutoML framework with learning guarantees for building high-performance AI models.

3.5K
Archived
Jupyter Notebook
ML Ops
API Frameworks
TensorFlow
#automl#deep-learning#machine-learning

carpedm20/ENAS-pytorch

A PyTorch implementation of the Efficient Neural Architecture Search (ENAS) algorithm for AI model optimization.

2.7K
Archived
Python
ML Ops
Neural Architecture Search
PyTorch
#neural-architecture-search#model-optimization#machine-learning

D-X-Y/Awesome-AutoDL

A curated list of AutoDL resources and an in-depth analysis for developers interested in automated deep learning and neural architecture search.

2.3K
Archived
Python
AutoML
Tutorials & Courses
Python
#autodl#automl#deep-learning

chaoyanghe/Awesome-Federated-Learning

An integrated federated learning library for research and production use cases.

2.0K
Archived
ML Ops
API Clients & Testing
#federated-learning#distributed-optimization#communication-efficiency

D-X-Y/AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch for AI-driven developers.

1.6K
Archived
Python
ML Ops
Computer Vision
PyTorch
#autodl#automl#nas

markdtw/awesome-architecture-search

A curated list of resources for neural architecture search, a technique for automated deep learning model design.

1.2K
Archived
Neural Architecture Search
#deep-learning#neural-networks#architecture-search

THUMNLab/AutoGL

An AutoML framework & toolkit for machine learning on graphs, using PyTorch and PyTorch Geometric.

1.1K
Stable
Python
ML Ops
Caching
PyTorch
#automl#graph-neural-networks#hyperparameter-optimization

google-research/morph-net

A fast and simple tool for resource-constrained learning of deep network structure.

1.0K
Active
Python
Neural Architecture Search
Machine Learning
TensorFlow
#automl#deep-learning#neural-network

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