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hodacquan99's Projects

backprop icon backprop

Backpropagation in Python, C++, and Cuda

cs231n icon cs231n

stanford cs231n 2016 assignment

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

deepxde icon deepxde

A library for scientific machine learning and physics-informed learning

hp-vpinns icon hp-vpinns

hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations

medium_articles icon medium_articles

This repository will contain the code associated to the scripts I've been writing in my medium articles

numeric-python icon numeric-python

Covers a variety of computational topics including integration, differential equations, statistical analysis and signal processing.

pdesbynns icon pdesbynns

This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means of neural networks using TensorFlow.

pinn-pytorch icon pinn-pytorch

Deep learning library for solving differential equations on top of PyTorch.

pinn_burgers icon pinn_burgers

Physics Informed Neural Network (PINN) for Burgers' equation.

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

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