Automatic extraction of relevant features from time series:

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Echo State Networks in Python

Stanford sky images and PV power generation dataset for solar forecasting related research and applications

Echo state network implementation on tensorflow

Downloading meteorological information from GFS

Materials related to the Medium article "Predicting Stock Prices with Echo State Networks".

Exploring ECMWF resources and datasets using natural language queries.

Developed a working prototype of the pump in combination with the predictive algorithm. o Curated predictions for the upcoming loads based on weather conditions and environmental factors dataset