archai
by microsoft
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
AI summary
Network tuner
Automates the search for optimal neural network configurations in deep learning applications
- stars
- 468
- forks
- 91
- watching
- 27
- awesome lists
- 2
Similar projects
Found by comparing what the projects do, not just their names.
Architecture optimizer
An implementation of Neural Architecture Search with Bayesian Optimization and Optimal Transport
AutoML Tool
An autoML tool that searches and optimizes neural network architectures using tensorflow and keras.
Hyperopt tuner
Automates hyperparameter optimization and neural network architecture search using Hyperopt on a CNN model for the CIFAR-100 dataset
Hardware-aware NAS
Direct neural architecture search on target task and hardware for efficient model deployment
Hyperparameter tuner
Automated hyperparameter tuning and feature selection using evolutionary algorithms.
Model optimizer
Automates model building and deployment process by optimizing hyperparameters and compressing models for edge computing.
Model optimizer
Enables the creation of smaller neural network models through efficient pruning and quantization techniques
autonomio/talos1.6K
Hyperparameter tuner
A tool for automating hyperparameter experiments for machine learning models using TensorFlow and Keras
NAS env
An OpenAI Gym environment for searching neural network architectures
Hyperparameter tuner
A toolbox for efficient hyperparameter tuning in deep learning using Bayesian optimization and automatic differentiation
NAS Agent
An implementation of a Neural Architecture Search agent using Monte Carlo Tree Search and a predictive model for efficient search of neural network architectures on the NASBench-101 dataset.
namisan/mt-dnn2.2K
NLP model
A PyTorch package implementing multi-task deep neural networks for natural language understanding
Neural network architecture
Provides pre-trained models and training configurations for a deep neural network architecture optimized for image classification tasks
Neural search algorithm
An implementation of Neural Architecture Search using Reinforcement Learning with a Controller RNN.
Network designer
An evolutionary algorithm for designing neural networks in Keras
Featured in 2 awesome lists
Each link jumps to the spot where the list mentions archai.
