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3-min-pytorch

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

ana2305

audio-classification

Code for YouTube series: Deep Learning for Audio Classification

audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

awesome-of-time-series-augmentation

A curated list of time series augmentation resources.

breast_cancer_classification

cnn_doa

Test of the ability of a Convolutional Neural Network (CNN) trained to localize the Direction Of Arrival (DOA), to generalize in different environments.

codeshare

complexnn

😀A toolbox for using complex valued standard network modules in PyTorch.

deep-learning-paper-review-and-practice

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

deep-learning-projects

This repository contains all the deep learning projects done as tutorial

deepaudioclassification

Audio classification using Tensorflow

deeponet-acoustic-wave-prop

Code for training and inferring acoustic wave propagation in 3D

deepxde

A library for scientific machine learning and physics-informed learning

keras-complex

Keras-Tensorflow implementation of complex-valued convolutional neural networks

neowizard

pdesbynns

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

physics-informed-neural-networks

Investigating PINNs

physics-informed-neural-networks-for-quantum-dynamics

A repo to learn and curate PINN

physics-informed-neural-networks-pytorch

Implementation of physics informed neural networks with PyTorch

physics-informed-neural-networks-tutorial

Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch

pinn

2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch

pinn-acoustic-wave-prop

Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neural networks for 1D sound field predictions with parameterized sources and impedance boundaries" by N. Borrel-Jensen, A. P. Engsig-Karup, and C. Jeong.

pinn-helmholtz-solver

pinn-nandiadoloi

Simple PyTorch Implementation of Physics Informed Neural Network (PINN)

pinn-notebooks

pinn-tensorflow

Solver linear Schrödinger equation in 1D using Physics Informed Neural Network.

pinn-torch

Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose

pinns

pinns-jayroxis

PyTorch Implementation of Physics-informed Neural Networks