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deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deep-learning-with-python-and-pytorch-2

Deep Learning with Python and PyTorch

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning

Introduction to Deep Learning using Python and TensorFlow

deep_learning_with_python_and_pytorch-ibm_edx_course1

This repo holds my solutions (in Python) for the programming assignments of the edX's Deep Learning with Python and PyTorch Course by IBM

deepbelief

Code for training and evaluating restricted Boltzmann machines (RBMs) and deep belief networks (DBNs).

deepconn

This is our implementation of DeepCoNN

deepdyn

pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp.2020.00035/full

deepfool

A simple and accurate method to fool deep neural networks

deepkoopman

neural networks to learn Koopman eigenfunctions

deeplearning-padhai

All the code files related to the deep learning course from PadhAI

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

deeppde

Deep Learning application to the partial differential equations

deepssm_sysid

Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.

deepweather

Convolutional Neural Networks for Weather Forecasting

deepxde

Deep learning library for solving differential equations and more

differint

Python package for calculating fractional derivatives.

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dl_spring_2019

Deep Learning Spring 2019, by Jen-Tzung Chien@ ECE NCTU Taiwan

dmd-neuro

code to compute the Dynamic Mode Decomposition (DMD), adapted for large-scale neural recordings

dmd-separation

Separates background and foreground from video using DMD.

dmd_autoencoder

Enhancing Dynamic Mode Decomposition using Autoencoder Networks.

dmd_for_human_motion

dmd_foreground_detection

Dynamic Mode Decomposition (DMD) for Foreground Detection in Video - MATLAB

dmd_rsn

Scripts to accompany the manuscript "Extracting Reproducible Time-Resolved Resting State Networks using Dynamic Mode Decomposition"

dmf.jl

Dynamic Mode Factorization

dna-sequence-machine-learning

Understand DNA structure and how machine learning can be used to work with DNA sequence data.

dsanet

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

dvae

Official implementation of Dynamical VAEs