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bcd-vision

This repository proposes pytorch code to train a convolutional model on MNIST or FMNIST with Stochastic Gradient Descent (SGD) or Block Coordinate Descent (BCD). It aims to show the different behaviours of the training related to the schochaticity and the number of parameters we update per batch.

burger-control-dmd

System identification and control of burger's equation using dynamic mode decomposition

dqn

Implementation of the DQN algorithm on the Atari pong game

pod

ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

swimming-control

td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.