SMASH
by ajbrock
An experimental technique for efficiently exploring neural architectures.
AI summary
Architecture search
An experimental method for efficiently searching neural network architectures using a single training run.
- stars
- 489
- forks
- 57
- watching
- 20
Similar projects
Found by comparing what the projects do, not just their names.
Neural search algorithm
An implementation of Neural Architecture Search using Reinforcement Learning with a Controller RNN.
Layer freezeout
A technique to accelerate neural network training by progressively freezing layers
Architecture search framework
A modular framework for automatically searching over computational graphs to find good architectures for machine learning models
Network tuner
Automates the search for optimal neural network configurations in deep learning applications
Architecture searcher
This implementation provides a Tensorflow-based framework for searching different architectures in deep neural networks using 2nd-order approximations.
Mobile architecture optimizer
An implementation of a neural network architecture search algorithm optimized for mobile devices.
AutoML Tool
An autoML tool that searches and optimizes neural network architectures using tensorflow and keras.
Neural architecture optimizer
An implementation of DARTS, a method for automatically designing neural network architectures.
Binary search
An implementation of binary search in Solidity for finding elements in sorted arrays.
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.
NAS env
An OpenAI Gym environment for searching neural network architectures
Neural network architecture
An implementation of a 1-bit weight neural network architecture using PyTorch
Neural explorer
Implementation of neural network exploration with randomly wired architectures
Neural net booster
An implementation of a deep neural network architecture using boosting theory to improve its performance
Neural Network Library
An artificial neural network library for rapid prototyping and extension in Haskell.