Topic: "architecture-search"
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.
Size: 150 KB - Last synced at: 9 days ago - Pushed at: almost 4 years ago - Stars: 853 - Forks: 160
mit-han-lab/spvnas 📦
[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
Language: Python - Size: 8.16 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 594 - Forks: 112
jackguagua/awesome-nas-papers
Awesome Neural Architecture Search Papers
Size: 152 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 404 - Forks: 55
NoamRosenberg/autodeeplab
AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch
Language: Python - Size: 1.05 MB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 309 - Forks: 73
AnjieCheng/MnasNet-PyTorch
A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
Language: Python - Size: 6.84 KB - Last synced at: 10 months ago - Pushed at: almost 7 years ago - Stars: 271 - Forks: 51
negrinho/deep_architect_legacy
DeepArchitect: Automatically Designing and Training Deep Architectures
Language: Python - Size: 34.2 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 145 - Forks: 20
negrinho/deep_architect
A general, modular, and programmable architecture search framework
Language: Python - Size: 1.81 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 123 - Forks: 18
juliagusak/model-compression-and-acceleration-progress
Repository to track the progress in model compression and acceleration
Size: 110 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 105 - Forks: 20
Shathe/MNasNet-Keras-Tensorflow
A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
Language: Python - Size: 219 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 99 - Forks: 27
jhu-lcsr/costar_plan
Integrating learning and task planning for robots with Keras, including simulation, real robot, and multiple dataset support.
Language: Python - Size: 42.3 MB - Last synced at: 4 days ago - Pushed at: almost 6 years ago - Stars: 72 - Forks: 23
DrChainsaw/NaiveGAflux.jl
Evolve Flux networks from scratch!
Language: Julia - Size: 5.04 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 41 - Forks: 1
ZigZag-Project/zigzag-v1 📦
A Fast DNN Accelerator Design Space Exploration Framework.
Language: Python - Size: 680 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 41 - Forks: 18
DrChainsaw/NaiveNASflux.jl
Your local Flux surgeon
Language: Julia - Size: 1.05 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 24 - Forks: 0
shashankkotyan/RobustArchitectureSearch
This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"
Language: Python - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 1
DrChainsaw/NaiveNASlib.jl
Relentless mutation!!
Language: Julia - Size: 3.45 MB - Last synced at: 15 days ago - Pushed at: about 2 months ago - Stars: 17 - Forks: 1
ahundt/sharpDARTS
sharpDARTS: Faster and More Accurate Differentiable Architecture Search
Language: Python - Size: 6.31 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 4
stephenjfox/Morph.py
A neural architecture optimizer, targeted at model-size w.r.t. accuracy
Language: Python - Size: 74.2 KB - Last synced at: about 20 hours ago - Pushed at: over 5 years ago - Stars: 16 - Forks: 2
SAGNIKMJR/MetaQNN_ImageClassification_PyTorch
Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Classification
Language: Python - Size: 65.4 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 1
sseung0703/Autoslim_TF2
Implementation of Autoslim using Tensorflow2
Language: Python - Size: 410 KB - Last synced at: 10 days ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 0
chenyaofo/awesome-architecture-search
An up-to-date list of progress made in neural architecture search
Size: 41 KB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 0
HankKung/DistNAS-for-Semantic-Segmentation
Distributed Network Architecture Search
Language: Python - Size: 365 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 2
nsarang/MnasNet
A TensorFlow 2.0 implementation of MnasNet: Platform-Aware Neural Architecture Search for Mobile.
Language: Python - Size: 1.28 MB - Last synced at: 13 days ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 5
AlfredsLapkovskis/MultimodalPlantClassifier
Source code for the paper "Automatic Fused Multimodal Deep Learning for Plant Identification" (Alfreds Lapkovskis, Natalia Nefedova & Ali Beikmohammadi, 2024)
Language: Jupyter Notebook - Size: 572 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1
AlfredsLapkovskis/MultimodalPlantClassifier-iOS
Source code of a sample iOS app for the paper "Automatic Fused Multimodal Deep Learning for Plant Identification" (Alfreds Lapkovskis, Natalia Nefedova & Ali Beikmohammadi, 2024)
Language: Swift - Size: 21.9 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 1
SAGNIKMJR/MetaQNN_ImageGenerationVCAE_PyTorch
Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Generation with Asymmetric Variational Autoencoders
Language: Python - Size: 43.9 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 0
verrannt/enas-compression
EComp: Evolutionary Compression of Neural Networks Using a Novel Similarity Objective
Language: Jupyter Notebook - Size: 5.39 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
alexnaughtonjr/Software_Architecture_Notes
Notes for doing really good software architecting.
Size: 1000 Bytes - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
thudzj/NSA
Code for ''Understanding and Exploring the Network with Stochastic Architectures''
Language: Python - Size: 145 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
pooyanjamshidi/deeparch-xplorer
A design space exploration tool for deep neural architectures
Language: Python - Size: 6.27 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
SAGNIKMJR/MetaQNN_ImageGenerationGAN_DiscriminatorFixed_PyTorch
Implementation of MetaQNN (https://arxiv.org/abs/1611.02167, https://github.com/bowenbaker/metaqnn.git) with Additions and Modifications in PyTorch for Image Generation with GAN where the Discriminator network is fixed and same as that in the infoGAN paper (https://arxiv.org/abs/1606.03657)
Language: Python - Size: 34.2 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1
hoangtv2000/COViTplusplus
Searching the best fit PVT model to COVIDx8A dataset by One-shot NAS.
Language: Jupyter Notebook - Size: 539 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
SAGNIKMJR/ArchitectureSearch_Supervised_AE_QLearning_PyTorch
Architecture search using unsupervised learning with symmetric auto-encoders and QLearning in PyTorch
Language: Python - Size: 53.7 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0