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22 search results found
Pytorch A2c Ppo Acktr Gail
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3,450
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Bayesian Neural Networks
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1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Awesome Pytorch List Cnversion
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1,426
Awesome-pytorch-list 翻译工作进行中......
Functorch
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1,369
functorch is JAX-like composable function transforms for PyTorch.
Pyhessian
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600
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
Swa_gaussian
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393
Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"
Hawq
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324
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
Pytorch Hessian Eigenthings
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235
Efficient PyTorch Hessian eigendecomposition tools!
Affnet
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209
Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
Hessian_penalty
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188
Code for the Hessian Penalty: A Weak Prior for Unsupervised Disentanglement (ECCV 2020 Spotlight)
Path_explain
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134
A repository for explaining feature attributions and feature interactions in deep neural networks.
Psgd_torch
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86
Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)
Ada Hessian
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46
Easy-to-use AdaHessian optimizer (PyTorch)
Pytorch Hessianfree
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16
PyTorch implementation of Hessian Free optimisation
Hesaff Pytorch
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16
PyTorch implementation of Hessian-Affine local feature detector
Autograd Lib
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14
Pytorchpruner
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11
Sotorch
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9
Auxiliary second-order optimization tools compatible with PyTorch.
Curvlinops
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9
scipy linear operators for the Hessian, Fisher/GGN, and more in PyTorch
Analyze_ada_hessian
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9
Analyze AdaHessian optimizer on 2D functions.
Hessianfree
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7
On the New method of Hessian-free second-order optimization
Statistics_model
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5
统计学系模型实现
Hbp
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5
Hessian backpropagation (HBP): PyTorch extension of backpropagation for block-diagonal curvature matrix approximations
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