neural-architecture-search
There are 376 repositories under neural-architecture-search topic.
microsoft/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
keras-team/autokeras
AutoML library for deep learning
hibayesian/awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
quark0/darts
Differentiable architecture search for convolutional and recurrent networks
tensorflow/adanet
Fast and flexible AutoML with learning guarantees.
carpedm20/ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
D-X-Y/Awesome-AutoDL
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
D-X-Y/AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch.
kubeflow/katib
Automated Machine Learning on Kubernetes
markdtw/awesome-architecture-search
A curated list of awesome architecture search resources
THUMNLab/AutoGL
An autoML framework & toolkit for machine learning on graphs.
google-research/morph-net
Fast & Simple Resource-Constrained Learning of Deep Network Structure
joeddav/devol
Genetic neural architecture search with Keras
JiahuiYu/slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
guan-yuan/awesome-AutoML-and-Lightweight-Models
A 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.
mit-han-lab/tinyengine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
gigwegbe/tinyml-papers-and-projects
This is a list of interesting papers and projects about TinyML.
seungwonpark/RandWireNN
Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
automl/HpBandSter
a distributed Hyperband implementation on Steroids
automl/NASLib
NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
VITA-Group/FasterSeg
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
SimonBlanke/Hyperactive
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
mit-han-lab/mcunet
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
microsoft/archai
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
VITA-Group/AutoGAN
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
titu1994/neural-architecture-search
Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).
jackguagua/awesome-nas-papers
Awesome Neural Architecture Search Papers
wpf535236337/real-time-network
real-time network architecture for mobile devices and semantic segmentation
syne-tune/syne-tune
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
microsoft/nn-Meter
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
leopard-ai/betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
Pattio/DeepSwarm
Neural Architecture Search Powered by Swarm Intelligence 🐜
chenxi116/PNASNet.pytorch
PyTorch implementation of PNASNet-5 on ImageNet
naszilla/naszilla
Naszilla is a Python library for neural architecture search (NAS)
Alibaba-NLP/ACE
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction