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김환영's Projects

eeg-transformer-seq2seq icon eeg-transformer-seq2seq

Modified transformer network utilizing the attention mechanism for time series or any other numerical data. 6.100 project at MIT Media Lab.

etdataset icon etdataset

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

flow-forecast icon flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

tft-forecast icon tft-forecast

Time Series Forecasting with Temporary Fusion Transformers

tsf_transformers_tfm icon tsf_transformers_tfm

Repository containing my Master Thesis for the M.Sc. Big Data Analytics, titled "Time Series Forecasting with Transformers".

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