Topic: neural-architecture-search Goto Github

👇 Here are 352 public repositories matching this topic...

alibaba-nlp / ace
neural-architecture-search,[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
Organization: alibaba-nlp
named-entity-recognition dependency-parsing sentiment-analysis neural-architecture-search automl sequence-labeling acl2021

alison-carrera / onn
neural-architecture-search,Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
User: alison-carrera
neural-network neural-architecture-search pytorch-implementation machine-learning-library thompson-sampling thompson-algorithm mab multiarmed-bandits contextual-bandits reinforcement-learning-algorithms

automl / awesome-transformer-search
neural-architecture-search,A curated list of awesome resources combining Transformers with Neural Architecture Search
Organization: automl
neural-architecture-search transformer

automl / hpbandster
neural-architecture-search,a distributed Hyperband implementation on Steroids
Organization: automl
bayesian-optimization hyperparameter-optimization neural-architecture-search automated-machine-learning automl

automl / naslib
neural-architecture-search, 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.
Organization: automl
neural-architecture-search nas automl

awslabs / syne-tune
neural-architecture-search,Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Organization: awslabs
Home Page: https://syne-tune.readthedocs.io
hyperparameter-optimization machine-learning multi-objective-optimization hyperparameter-tuning bayesian-optimization sagemaker neural-architecture-search

carpedm20 / enas-pytorch
neural-architecture-search,PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
User: carpedm20
pytorch neural-architecture-search google-brain

changlin31 / dna
neural-architecture-search,(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
User: changlin31
deep-learning auto-ml neural-architecture-search nas image-classification pytorch

chaoyanghe / awesome-federated-learning
neural-architecture-search,FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
User: chaoyanghe
federated-learning machine-learning distributed-optimization non-iid vertical-federated-learning decentralized-federated-learning hierarchical-federated-learning neural-architecture-search transfer-learning continual-learning

chenxi116 / pnasnet.pytorch
neural-architecture-search,PyTorch implementation of PNASNet-5 on ImageNet
User: chenxi116
pytorch imagenet neural-architecture-search deep-learning automl

d-x-y / autodl-projects
neural-architecture-search,Automated deep learning algorithms implemented in PyTorch.
User: d-x-y
nas neural-architecture-search automl pytorch autodl

d-x-y / awesome-autodl
neural-architecture-search,Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
User: d-x-y
neural-architecture-search nas automl deep-learning awesome autodl hyper-parameter-optimization

datacanvasio / hypernets
neural-architecture-search,A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Organization: datacanvasio
Home Page: https://hypernets.readthedocs.io/
neural-architecture-search hyperparameter-optimization hyperparameter-tuning evolutionary-algorithms monte-carlo-tree-search automl autodl reinforcement-learning mcts nas

datacanvasio / hyperts
neural-architecture-search,A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
Organization: datacanvasio
Home Page: https://hyperts.readthedocs.io
classification forecasting regression prophet covariates multivariate time-series lstnet meta-features nbeats

deephyper / deephyper
neural-architecture-search,DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
Organization: deephyper
Home Page: https://deephyper.readthedocs.io
hyperparameter-search automl scalability neural-architecture-search deep-neural-networks hyperparameter-optimization autodl python ml tensorflow

gigwegbe / tinyml-papers-and-projects
neural-architecture-search,This is a list of interesting papers and projects about TinyML.
User: gigwegbe
Home Page: http://everythingml.com/
tinyml embedded-systems neural-architecture-search wake-word machine-learning computer-vision

google-research / morph-net
neural-architecture-search,Fast & Simple Resource-Constrained Learning of Deep Network Structure
Organization: google-research
neural-architecture-search automl tensorflow deep-learning python machine-learning

graphnas / graphnas
neural-architecture-search,This directory contains code necessary to run the GraphNAS algorithm.
User: graphnas
graph-neural-networks neural-architecture-search

guan-yuan / awesome-automl-and-lightweight-models
neural-architecture-search,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.
User: guan-yuan
automl meta-learning automated-feature-engineering hyperparameter-optimization architecture-search model-compression model-acceleration awesome-list neural-architecture-search nas

hibayesian / awesome-automl-papers
neural-architecture-search,A curated list of automated machine learning papers, articles, tutorials, slides and projects
User: hibayesian
automl automated-feature-engineering hyperparameter-optimization neural-architecture-search

ianwhale / nsga-net
neural-architecture-search,NSGA-Net, a Neural Architecture Search Algorithm
User: ianwhale
evolutionary-computation nsga-ii neural-architecture-search deep-learning auto-ml pytorch

jackguagua / awesome-nas-papers
neural-architecture-search,Awesome Neural Architecture Search Papers
User: jackguagua
nas automl autodl architecture-search neural-architecture-search awesome-list papers

jiahuiyu / slimmable_networks
neural-architecture-search,Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
User: jiahuiyu
slimmable-networks adaptive neural-architecture-search efficient on-demand automated edge-devices

jiaminren / randwirenn
neural-architecture-search,Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
User: jiaminren
deeplearning imagenet neural-architecture-search

joeddav / devol
neural-architecture-search,Genetic neural architecture search with Keras
User: joeddav
deep-learning genetic-algorithm machine-learning keras automl neural-architecture-search computer-vision

keras-team / autokeras
neural-architecture-search,AutoML library for deep learning
Organization: keras-team
Home Page: http://autokeras.com/
automl neural-architecture-search automated-machine-learning python deep-learning machine-learning autodl tensorflow keras

kubeflow / katib
neural-architecture-search,Automated Machine Learning on Kubernetes
Organization: kubeflow
Home Page: https://www.kubeflow.org/docs/components/katib
ai automl huggingface hyperparameter-tuning jax kubeflow kubernetes llm machine-learning mlops neural-architecture-search pytorch scikit-learn tensorflow

leopard-ai / betty
neural-architecture-search,Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
Organization: leopard-ai
Home Page: https://leopard-ai.github.io/betty/
artificial-intelligence autodiff automatic-differentiation bilevel-optimization deep-learning hyperparameter-optimization implicit-differentiation machine-learning meta-learning multilevel-optimization neural-architecture-search pytorch reinforcement-learning

markdtw / awesome-architecture-search
neural-architecture-search,A curated list of awesome architecture search resources
User: markdtw
deep-learning neural-architecture-search

meijieru / atomnas
neural-architecture-search,[ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'
User: meijieru
distributed imagenet network-pruning neural-architecture-search

microsoft / archai
neural-architecture-search,Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
Organization: microsoft
Home Page: https://microsoft.github.io/archai
python pytorch machine-learning deep-learning neural-architecture-search nas automated-machine-learning model-compression darts petridish

microsoft / nn-meter
neural-architecture-search,A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
Organization: microsoft
python deep-neural-networks latency inference edge-computing edge-ai tensorflow-models onnx-models pytorch machine-learning

microsoft / nni
neural-architecture-search,An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Organization: microsoft
Home Page: https://nni.readthedocs.io
automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science

mit-han-lab / mcunet
neural-architecture-search,[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Organization: mit-han-lab
Home Page: https://mcunet.mit.edu
deep-learning neural-architecture-search pytorch tinyml microncontroller

mit-han-lab / tinyengine
neural-architecture-search,[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
Organization: mit-han-lab
Home Page: https://mcunet.mit.edu
c codegenerator cpp deep-learning microcontroller pytorch tinyml edge-computing neural-architecture-search quantization

naszilla / naszilla
neural-architecture-search,Naszilla is a Python library for neural architecture search (NAS)
Organization: naszilla
deep-learning neural-architecture-search automl tensorflow pytorch convolutional-neural-networks convolutional-networks cifar10 meta-neural-network nas-algorithms

pattio / deepswarm
neural-architecture-search,Neural Architecture Search Powered by Swarm Intelligence 🐜
User: pattio
python neural-network machine-learning swarm-intelligence ant-colony-optimization neural-architecture-search

quark0 / darts
neural-architecture-search,Differentiable architecture search for convolutional and recurrent networks
User: quark0
Home Page: https://arxiv.org/abs/1806.09055
deep-learning automl image-classification language-modeling pytorch convolutional-networks recurrent-networks neural-architecture-search

rootharold / lycoris
neural-architecture-search,A lightweight and easy-to-use deep learning framework with neural architecture search.
User: rootharold
deep-learning lycoris online-learning neural-architecture-search machine-learning python python-bindings

seungwonpark / randwirenn
neural-architecture-search,Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
User: seungwonpark
neural-architecture-search imagenet

simonblanke / hyperactive
neural-architecture-search,An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
User: simonblanke
Home Page: https://simonblanke.github.io/hyperactive-documentation
automated-machine-learning bayesian-optimization data-science deep-learning feature-engineering hyperactive hyperparameter-optimization keras machine-learning model-selection neural-architecture-search optimization parallel-computing parameter-tuning python pytorch scikit-learn xgboost

tensorflow / adanet
neural-architecture-search,Fast and flexible AutoML with learning guarantees.
Organization: tensorflow
Home Page: https://adanet.readthedocs.io
automl tensorflow learning-theory deep-learning neural-architecture-search gpu machine-learning ensemble tpu python

thumnlab / autogl
neural-architecture-search,An autoML framework & toolkit for machine learning on graphs.
Organization: thumnlab
Home Page: http://mn.cs.tsinghua.edu.cn/AutoGL/
graph-neural-networks automl pytorch pytorch-geometric hyper-parameter-optimization machine-learning deep-learning neural-architecture-search

titu1994 / neural-architecture-search
neural-architecture-search,Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).
User: titu1994
neural-architecture-search keras tensorflow

vita-group / autogan
neural-architecture-search,[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
Organization: vita-group
autogan neural-architecture-search gan pytorch cifar10

vita-group / autospeech
neural-architecture-search,[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang
Organization: vita-group
Home Page: https://arxiv.org/abs/2005.03215
automl autospeech neural-architecture-search speaker-recognition pytorch

vita-group / fasterseg
neural-architecture-search,[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
Organization: vita-group
pytorch neural-architecture-search semantic-segmentation latency tensorrt cityscapes

vita-group / tenas
neural-architecture-search,[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
Organization: vita-group
neural-architecture-search darts-space nas-bench-201 ntk linear-region

walkerning / aw_nas
neural-architecture-search,aw_nas: A Modularized and Extensible NAS Framework
User: walkerning
deep-neural-networks neural-architecture-search auto-ml

wpf535236337 / real-time-network
neural-architecture-search,real-time network architecture for mobile devices and semantic segmentation
User: wpf535236337
pytorch semantic-segmentation mobile-networks neural-architecture-search efficient-networks lightweightnetwoks