second-order topic
Second_Order_SDP
[ACL 2019] Second-Order Semantic Dependency Parsing with End-to-End Neural Networks
pytorch-a2c-ppo-acktr-gail
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
PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020
stanford-cme-102-ordinary-differential-equations
VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers
PyHessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
ada-hessian
Easy-to-use AdaHessian optimizer (PyTorch)
CovaMNet
The Pytorch code of "Distribution Consistency based Covariance Metric Networks for Few-shot Learning", AAAI 2019.
smsop
Code for Statistically-motivated Second-order Pooling, ECCV2018
kalman-cpp
Kalman Filter, Extended Kalman Filter, and Unscented Kalman Filter implementation in C++
SMB
Stochastic gradient descent with model building