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Humboldt University of Berlin
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TransformersEnergyTS
TransformersEnergyTS PublicRepository for seminar research at Humboldt University of Berlin to evaluate performance of SOTA Transformers models for time series forecasting using benchmark and extended synthetic datasets.
Python 1
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stateful_lstm_wrapper_for_keras
stateful_lstm_wrapper_for_keras PublicMy wrapper class for effortless implementation of stateful LSTM models in Keras.
Jupyter Notebook 1
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brent_price_forecasting
brent_price_forecasting PublicRepository demonstrates some of the models fitted as part of research seminar at HU Berlin on predicting short term Brent crude oil prices.
Jupyter Notebook
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predictive_modeling_credit_risk
predictive_modeling_credit_risk PublicFor predictive modeling of credit default, the repository demonstrates the use of two custom classes: one for statistical-testing based optimization of category level merging and another for classi…
Jupyter Notebook
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