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Search results for pytorch gradient
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178 search results found
Pytorch Cnn Visualizations
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6,883
Pytorch implementation of convolutional neural network visualization techniques
Pytorch Optimizer
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2,845
torch-optimizer -- collection of optimizers for Pytorch
Biggan Pytorch
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2,356
The author's officially unofficial PyTorch BigGAN implementation.
Rlpyt
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1,709
Reinforcement Learning in PyTorch
Functorch
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1,330
functorch is JAX-like composable function transforms for PyTorch.
Sam
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1,261
SAM: Sharpness-Aware Minimization (PyTorch)
Dcnv2
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1,131
Deformable Convolutional Networks v2 with Pytorch
Enzyme
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1,038
High-performance automatic differentiation of LLVM and MLIR.
Preciseroipooling
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757
Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).
Densenet.pytorch
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632
A PyTorch implementation of DenseNet.
Ghm_detection
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512
The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.
Backpack
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477
BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
Grad Cam Pytorch
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438
PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps
Entmax
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326
The entmax mapping and its loss, a family of sparse softmax alternatives.
Pytorch Es
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293
Evolution Strategies in PyTorch
Yellowfin_pytorch
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293
auto-tuning momentum SGD optimizer
Greedy_infomax
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272
Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations
Pytorch Cnn Adversarial Attacks
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272
Pytorch implementation of convolutional neural network adversarial attack techniques
Vit Explain
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260
Explainability for Vision Transformers
Multihopkg
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252
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
Pytorch_misc
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241
Code snippets created for the PyTorch discussion board
Pytorch Maddpg
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231
A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)
Torch Dreams
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229
Flexible Feature visualization on PyTorch, for research and art 🔎 💻 :brain: 🎨
Mirror
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221
Visualisation tool for CNNs in pytorch
Pytorch Lesson Zh
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214
pytorch 包教不包会
Pytorch Ddpg
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207
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Mcan Vqa
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181
Deep Modular Co-Attention Networks for Visual Question Answering
Spinning Up Basic
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164
Basic versions of agents from Spinning Up in Deep RL written in PyTorch
Pytorch_memonger
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160
Experimental ground for optimizing memory of pytorch models
Pytorch_workplace
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153
Random miniprojects with pytorch.
Pix2latent
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149
Code for: Transforming and Projecting Images into Class-conditional Generative Networks
Adatune
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144
Gradient based Hyperparameter Tuning library in PyTorch
Storchastic
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143
Stochastic Automatic Differentiation library for PyTorch.
Stochastic_gradient_push
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141
Stochastic Gradient Push for Distributed Deep Learning
Dlg
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141
[NeurIPS 2019] Deep Leakage From Gradients
Elasticdeform
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141
Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).
Path_explain
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134
A repository for explaining feature attributions and feature interactions in deep neural networks.
Pytorch Examples
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123
train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc
Fast_adversarial
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118
Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"
Visual Attribution
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117
Pytorch Implementation of recent visual attribution methods for model interpretability
Noisynaturalgradient
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115
Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"
Gradcam.pytorch
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113
Pytorch Implementation of Visual Explanations from Deep Networks via Gradient-based Localization
Scorch
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104
scorch is a deep learning framework in Scala inspired by PyTorch
Pytorch_tutorial
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103
Quick PyTorch introduction and tutorial. Targets computer vision, graphics and machine learning researchers eager to try a new framework.
Dni.pytorch
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102
Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch
Gradcam_plus_plus Pytorch
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102
A Simple pytorch implementation of GradCAM and GradCAM++
Wgan Gp
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98
Pytorch implementation of Wasserstein GANs with Gradient Penalty
Runai
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91
Run:AI Python library
Tensorgrad
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90
Differentiable Programming Tensor Networks
Reinforcement_learning
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89
강화학습에 대한 기본적인 알고리즘 구현
Reinforcementlearning Atarigame
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87
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
Psgd_torch
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86
Pytorch implementation of preconditioned stochastic gradient descent
Pytorch Nips2017 Attack Example
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80
A PyTorch baseline attack example for the NIPS 2017 adversarial competition
D4pg Pytorch
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75
PyTorch implementation of Distributed Distributional Deterministic Policy Gradients (https://arxiv.org/abs/1804.08617)
Nas With Code
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72
Neural Architecture Search (NAS) papers with code
Rl Workshop
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69
Reinforcement Learning Workshop for Data Science BKK
Pytorch Lightning Snippets
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62
A collection of code snippets for my PyTorch Lightning projects
Hydra
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62
Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.
Entropy Sgd
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61
Lua implementation of Entropy-SGD
Lola_dice
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61
Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)
Pathnet Pytorch
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60
PyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
Pytorch Complex Tensor
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55
Unofficial complex tensor and scalar support for Pytorch
Pytorch Pcgrad
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53
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
Neural Net Optimization
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49
PyTorch implementations of recent optimization algorithms for deep learning.
Berkeleydeeprlcourse Homework Pytorch
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49
Assignments for CS294-112 Fall2018 in Pytorch
Pytorch Sqrtm
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49
Matrix square root with gradient support for PyTorch
Torch_cg
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48
Preconditioned Conjugate Gradient in Pytorch
Memory Efficient Maml
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48
Memory efficient MAML using gradient checkpointing
Mixed Precision Pytorch
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46
Training with FP16 weights in PyTorch
Pytorch Word2vec
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40
Grasp
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40
Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH
How_to_write_cuda_extensions_in_pytorch
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39
How to write cuda kernels or c functions in pytorch, especially for former caffe users.
Parle
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38
Policy Gradient Methods
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35
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Proxprop
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35
Proximal Backpropagation - a neural network training algorithm that takes implicit instead of explicit gradient steps
Xdream
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34
gradient-free act max for visual neurons
Regan
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32
ReGAN: Sequence GAN using RE[INFORCE|LAX|BAR] based PG estimators
Pyrl
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29
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
Fast Individual Gradients With Autodiff
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26
Deform_conv3d_pytorch_op
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25
An Operation for 3D Deformable Convolution in Pytorch 0.3
Gradient_starvation
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24
Gradient Starvation: A Learning Proclivity in Neural Networks
Pytorch Pl Variance Reduction
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24
Low-variance Black-box Gradient Estimates for the Plackett-Luce Distribution, AAAI 2020 and NeurIPS 2019 Bayesian Deep Learning Workshop
Glsgan Gp
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22
Generalized Loss-Sensitive Generative Adversarial Networks (GLS-GAN) in PyTorch with gradient penalty, including both LS-GAN and WGAN as special cases.
Ddpg Pytorch
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21
Deep Deterministic Policy Gradient implemented in PyTorch for DeepMind Control Suite
Gradient Boosted Normalizing Flows
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21
We got a stew going!
Gradcam
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20
A PyTorch implementation of Grad-CAM based on ICCV 2017 paper "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"
Grad Cnns
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19
Code and manuscript for "Efficient Per-Example Gradient Computations in Convolutional Neural Networks"
Adaptive_gd
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19
Adaptive gradient descent without descent
Pytorch Rdpg
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18
PyTorch Implementation of the RDPG (Recurrent Deterministic Policy Gradient)
Learning To Learn By Pytorch
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18
A simple re-implementation for "Learning to learn by gradient descent by gradient descent "by PyTorch
Gradflow Check
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18
Check gradient flow in Pytorch
Gbml
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17
A collection of Gradient-Based Meta-Learning Algorithms with pytorch
Igt.pth
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17
Official PyTorch code release for Implicit Gradient Transport, NeurIPS'19
Proxgradpytorch
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15
PyTorch implementation of Proximal Gradient Algorithms a la Parikh and Boyd (2014). Useful for Auto-Sizing (Murray and Chiang 2015, Murray et al. 2019).
Policy Gradient Methods
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15
Modular PyTorch implementation of policy gradient methods
Gee
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14
Pytorch implementation of GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection
Learning To Learn By Gradient Descent By Gradient Descent
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14
Pytorch version of NIPS'16 "Learning to learn by gradient descent by gradient descent"
Autograd Lib
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14
Cgds Package
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12
Package for CGD and ACGD optimizers
Cfg Gan
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12
CFG-GAN: Composite functional gradient learning of generative adversarial models
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