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deep_kolmogorov

Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning

deep_learning_tutorial

This repository contains files and scripts for understanding the basics of Deep Learning

deep_study

deepglm

Train deepGLM with Matlab, R and Python

deepglmm

Train a deepGLMM model

deepgreen

Tensorflow 2 rewrite of NODE-Operator project

deephpms

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

deephyper

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

deepkoopman

neural networks to learn Koopman eigenfunctions

deeplab2

DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

deeplearning-gdansk2019-tutorial

Ordinal Regression tutorial for the International Summer School on Deep Learning 2019

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningexamples

Deep Learning Examples

deeplearningtutorial

Tutorial on a number of topics in Deep Learning

deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

deepmd-kit-fortran-cpp-interface

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deeponet

Learning nonlinear operators via DeepONet

deepregression

A Comprehensive Analysis of Deep Regression

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

deepstefan

deepsum

DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images (ESA PROBA-V challenge)

deeptime

Deep learning meets molecular dynamics.

deeptime-1

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

deepturbulence

deepviv

Deep Learning of Vortex Induced Vibrations

deepxde

Deep learning library for solving differential equations

deepymod_torch

Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]

delayssatoolkit.jl

DelaySSAToolkit.jl: a tool in Julia for stochastic simulation with delays