Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
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torch-optimizer -- collection of optimizers for Pytorch
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End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
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Lingvo
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PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
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A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
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🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
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DeepLab v3+ model in PyTorch. Support different backbones.
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A synthetic data generator for text recognition
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The author's officially unofficial PyTorch BigGAN implementation.
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A small package to create visualizations of PyTorch execution graphs
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A unified, comprehensive and efficient recommendation library
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SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm
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PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
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Official implementation of Character Region Awareness for Text Detection (CRAFT)
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FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
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Flower: A Friendly Federated Learning Framework
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[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.
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Learning to Rank in TensorFlow
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Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
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Deep learning software for colorizing black and white images with a few clicks.
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OpenDILab Decision AI Engine
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PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
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🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
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Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
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Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
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Deep-Reinforcement-Learning-Hands-Onby PacktPublishing
Python 
2583
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Hands-on Deep Reinforcement Learning, published by Packt
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Probabilistic time series modeling in Python
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🐝 Custom Object Detection and Classification Training
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The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
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Python 
2533
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Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
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A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
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Just draw a bounding box and you can remove the object you want to remove.
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Resource scheduling and cluster management for AI
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NLP made easy
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MOT using deepsort and yolov3 with pytorch
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A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
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SuperGluePretrainedNetworkby magicleap
Python 
2492
Version:Current
License: Proprietary (Proprietary)
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
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On the Variance of the Adaptive Learning Rate and Beyond
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Lightning fast C++/CUDA neural network framework
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A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
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Benchmarks for popular CNN models
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Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
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A TensorFlow implementation of the Differentiable Neural Computer.
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Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
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Deep-Learning-with-PyTorch-Tutorialsby dragen1860
Python 
2462
Version:Current
License: No License (No License)
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
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Compute FID scores with PyTorch.
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Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
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RL-Adventureby higgsfield
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
Jupyter Notebook
2747
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pytorch-optimizerby jettify
torch-optimizer -- collection of optimizers for Pytorch
Python
2746
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s
sahiby obss
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
Python
2741
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Automatic_Speech_Recognitionby zzw922cn
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Python
2729
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l
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lightning-hydra-templateby ashleve
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
Python
2727
Updated: 2 y ago
License: No License (No License)
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mmskeletonby open-mmlab
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
Python
2714
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thincby explosion
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Python
2699
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pytorch-deeplab-xceptionby jfzhang95
DeepLab v3+ model in PyTorch. Support different backbones.
Python
2695
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TextRecognitionDataGeneratorby Belval
A synthetic data generator for text recognition
Python
2694
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BigGAN-PyTorchby ajbrock
The author's officially unofficial PyTorch BigGAN implementation.
Python
2690
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pytorchvizby szagoruyko
A small package to create visualizations of PyTorch execution graphs
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RecBoleby RUCAIBox
A unified, comprehensive and efficient recommendation library
Python
2681
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SNIPERby mahyarnajibi
SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm
Python
2674
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pointnet2by charlesq34
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Python
2670
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CRAFT-pytorchby clovaai
Official implementation of Character Region Awareness for Text Detection (CRAFT)
Python
2670
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FCOSby tianzhi0549
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Python
2669
Updated: 4 y ago
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flowerby adap
Flower: A Friendly Federated Learning Framework
Python
2661
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U
UER-pyby dbiir
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
Python
2660
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captcha_trainerby kerlomz
[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.
Python
2653
Updated: 2 y ago
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rankingby tensorflow
Learning to Rank in TensorFlow
Python
2634
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VIBEby mkocabas
Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
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2618
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interactive-deep-colorizationby junyanz
Deep learning software for colorizing black and white images with a few clicks.
Python
2618
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DI-engineby opendilab
OpenDILab Decision AI Engine
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2614
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ENAS-pytorchby carpedm20
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
Python
2612
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knockknockby huggingface
🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
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2603
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Transfer-Learning-Libraryby thuml
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Python
2601
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marsby mars-project
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Python
2600
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Deep-Reinforcement-Learning-Hands-Onby PacktPublishing
Hands-on Deep Reinforcement Learning, published by Packt
Python
2583
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gluon-tsby awslabs
Probabilistic time series modeling in Python
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2572
Updated: 3 y ago
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trainingby cloud-annotations
🐝 Custom Object Detection and Classification Training
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2571
Updated: 4 y ago
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3
3DDFA_V2by cleardusk
The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
Python
2549
Updated: 2 y ago
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a
awesome-semantic-segmentation-pytorchby Tramac
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
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2533
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FLAMLby microsoft
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Jupyter Notebook
2511
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video-object-removalby zllrunning
Just draw a bounding box and you can remove the object you want to remove.
Python
2506
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p
paiby microsoft
Resource scheduling and cluster management for AI
JavaScript
2502
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g
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deep_sort_pytorchby ZQPei
MOT using deepsort and yolov3 with pytorch
Python
2495
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foolboxby bethgelab
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
Python
2493
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SuperGluePretrainedNetworkby magicleap
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
Python
2492
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R
RAdamby LiyuanLucasLiu
On the Variance of the Adaptive Learning Rate and Beyond
Python
2491
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tiny-cuda-nnby NVlabs
Lightning fast C++/CUDA neural network framework
C++
2491
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nlp-architectby NervanaSystems
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Python
2485
Updated: 5 y ago
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cnn-benchmarksby jcjohnson
Benchmarks for popular CNN models
Python
2484
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pyGATby Diego999
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
Python
2484
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dncby deepmind
A TensorFlow implementation of the Differentiable Neural Computer.
Python
2478
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minimalRLby seungeunrho
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Python
2468
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Deep-Learning-with-PyTorch-Tutorialsby dragen1860
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
Python
2462
Updated: 2 y ago
License: No License (No License)
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pytorch-fidby mseitzer
Compute FID scores with PyTorch.
Python
2454
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pytorch-playgroundby aaron-xichen
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Python
2448
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