HypernetsA General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Stars: ✭ 221 (+53.47%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
HyperactiveA hyperparameter optimization and data collection toolbox for convenient and fast prototyping of machine-learning models.
Stars: ✭ 182 (+26.39%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
DeephyperDeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
Stars: ✭ 117 (-18.75%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
Awesome Automl And Lightweight ModelsA list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
Stars: ✭ 691 (+379.86%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
AutogluonAutoGluon: AutoML for Text, Image, and Tabular Data
Stars: ✭ 3,920 (+2622.22%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
syne-tuneLarge scale and asynchronous Hyperparameter Optimization at your fingertip.
Stars: ✭ 105 (-27.08%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
Deep architectA general, modular, and programmable architecture search framework
Stars: ✭ 110 (-23.61%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
Awesome Automl PapersA curated list of automated machine learning papers, articles, tutorials, slides and projects
Stars: ✭ 3,198 (+2120.83%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
Hpbandstera distributed Hyperband implementation on Steroids
Stars: ✭ 456 (+216.67%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
NniAn open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Stars: ✭ 10,698 (+7329.17%)
Mutual labels: hyperparameter-optimization, neural-architecture-search
ChocolateA fully decentralized hyperparameter optimization framework
Stars: ✭ 112 (-22.22%)
Mutual labels: hyperparameter-optimization
Nas Benchmark"NAS evaluation is frustratingly hard", ICLR2020
Stars: ✭ 126 (-12.5%)
Mutual labels: neural-architecture-search
PetridishnnCode for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
Stars: ✭ 112 (-22.22%)
Mutual labels: neural-architecture-search
Nas Segm PytorchCode for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19
Stars: ✭ 126 (-12.5%)
Mutual labels: neural-architecture-search
SgasSGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas
Stars: ✭ 137 (-4.86%)
Mutual labels: neural-architecture-search
GraphnasThis directory contains code necessary to run the GraphNAS algorithm.
Stars: ✭ 104 (-27.78%)
Mutual labels: neural-architecture-search
TalosHyperparameter Optimization for TensorFlow, Keras and PyTorch
Stars: ✭ 1,382 (+859.72%)
Mutual labels: hyperparameter-optimization
Scarlet NasBridging the gap Between Stability and Scalability in Neural Architecture Search
Stars: ✭ 140 (-2.78%)
Mutual labels: neural-architecture-search
Single Path One Shot Nas MxnetSingle Path One-Shot NAS MXNet implementation with full training and searching pipeline. Support both Block and Channel Selection. Searched models better than the original paper are provided.
Stars: ✭ 136 (-5.56%)
Mutual labels: neural-architecture-search
NasbotNeural Architecture Search with Bayesian Optimisation and Optimal Transport
Stars: ✭ 120 (-16.67%)
Mutual labels: neural-architecture-search