1895-art,github

da_tutorial

This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).

datasciencepython

common data analysis and machine learning tasks using python

dataset

Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.

dataset-api

The ApolloScape Open Dataset for Autonomous Driving and its Application.

datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

deep-learning-lstm

Module to predict multi-variate multi-feature multi-step Time-Series using LSTM neural network and Deep Learning (a branch of AI/Machine Learning) in Python Keras

deep-learning-time-series

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

deephpms

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

deeplearning-models

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

deepst

Deep Learning for Spatio-Temporal Data

dincae

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

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。

easymcm

A simple LaTeX package for Mathematical Contest in Modeling (MCM)

ecggan

LSTM-GAN for generate plausible ECG signals

emd

Python implementations of empirical mode decomposition as well as EEMD and CEEMD variants.

enso-forcasting

Improving the forecasting accuracy of ENSO through deep learning

eof

Contains functions involved in Empirical Orthogonal Function Analysis (EOF), also known as Principal Components Analysis (PCA)

eof-1

EOF Analysis in climate

eof2

EOF analysis in Python (new users should use eofs: https://github.com/ajdawson/eofs/)

eofs

EOF analysis in Python

facets

Visualizations for machine learning datasets

fcrn-depthprediction

Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)

forecastnet

Code for the paper entitled "ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series Forecasting"

free-spoken-digit-dataset

A free audio dataset of spoken digits. Think MNIST for audio.

frvsr-gan

fsl-global

Few-Shot Learning with Global Class Representations

gan-convlstm

GAN based ConvLSTM in precipitation prediction (Trial Version)

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

gru-d

GRU-D, a GRU-based model with trainable decays for multivariate time series classification with missing values/irregular samplings

gru-svm

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

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