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dcnn

Dynamic convolutional neural networks for time series classification

dearpygui

Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies

deep-learning-for-indentation

Extraction of mechanical properties of materials through deep learning from instrumented indentation

deep-learning-pinn

Deep Learning Project in Physics Informed Neural Networks

deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

deep-nlp-project

Word2Vec model analysis for prediction of category & sentiment of product reviews

deep-pmsm

Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.

deep-ritz-method

Reproduce the first two numerical experiments(Pytorch)

deep-ritz-pde-solver

Deep Ritz Method for solving PDE

deepbsde

Deep BSDE solver in TensorFlow

deepframeworks

Evaluation of Deep Learning Frameworks

deepgalerkinmethod

Companion code for "Solving Nonlinear and High-Dimensional Partial Differential Equations via Deep Learning" by A. Al-Aradi, A. Correia, D. Naiff, G. Jardim and Y. Saporito (https://arxiv.org/abs/1811.08782)

deephpms

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

deepkoopman

neural networks to learn Koopman eigenfunctions

deeplearningfortimeseriesforecasting

A tutorial demonstrating how to implement deep learning models for time series forecasting

deeplearningtutorial

Tutorial on a number of topics in Deep Learning

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deeplienet

tensor Lie transform as polynomial neural network in TensorFlow

deepneuralclassifier

Deep neural network using rectified linear units to classify hand written symbols from the MNIST dataset.

deeponet

Learning nonlinear operators via DeepONet

deeponet-extrapolation

DeepONet extrapolation

deeponet-fno

DeepONet & FNO (with practical extensions)

deeponet-reliability

deeponet_physics_inferring

deeponet_pytorch

deepoplearn

Repository for a presentation on Deep Operator Learning / DeepONets

deeppath

Classification of Lung cancer slide images using deep-learning

deepritz

Implementation of the Deep Ritz method and the Deep Galerkin method

deepritzmethod

Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and implementation for deep Ritz method.

deepspec

Computing and Plotting the NTK Spectrum