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deep-time-series

Deep learning PyTorch library for time series forecasting

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Informer

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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ETDataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

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dataanalysis

some homework

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LTSF-Linear

This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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covid-19

Novel Coronavirus 2019 time series data on cases

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lihang-code

《统计学习方法》的代码实现

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COVID19-Forecasting

An attempt to forecast the upcoming cases for CoVID19 in India using 1D-CNN, LSTM and BRNN based model . The dataset has been taken from the Kaggle Competition https://www.kaggle.com/covid19

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CoVid-19-RNN

Applying LSTM Seq2Seq model on the Covid-19 dataset.

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Code-For-COVID-19-Data

获取新型冠状病毒疫情历史数据代码(包含**及全球214个国家地区)|Code for COVID-19 Data acquisition

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exercise

exercise for nndl

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explainable-wind-power-forecast

Explainable Wind Power Forecast with Lale & AIX360

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