second-order topic

List second-order repositories
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Second_Order_SDP

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[ACL 2019] Second-Order Semantic Dependency Parsing with End-to-End Neural Networks

pytorch-a2c-ppo-acktr-gail

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PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR)...

SOLAR

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PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020

VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers

PyHessian

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PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

ada-hessian

78
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15
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Easy-to-use AdaHessian optimizer (PyTorch)

CovaMNet

54
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10
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The Pytorch code of "Distribution Consistency based Covariance Metric Networks for Few-shot Learning", AAAI 2019.

smsop

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2
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Code for Statistically-motivated Second-order Pooling, ECCV2018

kalman-cpp

30
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7
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Kalman Filter, Extended Kalman Filter, and Unscented Kalman Filter implementation in C++

SMB

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Stochastic gradient descent with model building