Projects & Frameworks

Here we present some potential project ideas:

For the semester project - you can bring your own data - we will discuss this in the first/second session. Nevertheless here you can find some resources to think about a potential project:

GitHub - ranaroussi/yfinance: Download market data from Yahoo! Finance's APIGitHub

FINANCE

GitHub - mortada/fredapi: Python API for FRED (Federal Reserve Economic Data) and ALFRED (Archival FRED)GitHub

ECONOMICS

Kenneth R. French - Data Librarymba.tuck.dartmouth.edu

Economics + Finance

Energy-Chartswww.energy-charts.info

ENERGY

Hannover | Wetterrückblick & Klimadaten | MeteostatMeteostat

WEATHER

Time Series Classification Websitewww.timeseriesclassification.com

MEDICAL

Time Series Classification Websitewww.timeseriesclassification.com

ENVIRONMENTAL

Trending Papers - Hugging Facehuggingface

TRAFFIC

Time Series Classification Websitewww.timeseriesclassification.com

TRAFFIC

Analyze Geospatial Data in Python: GeoPandas and Shapelywww.learndatasci.com

SPATIAL

Zooniversewww.zooniverse.org

ASTRO

Check out these frameworks:

statsmodels 0.14.6www.statsmodels.org

arch 7.2.0arch.readthedocs.io

Introduction — PyFlux 0.4.7 documentationpyflux.readthedocs.io

PyTorch Forecasting Documentation — pytorch-forecasting documentationpytorch-forecasting.readthedocs.io

GluonTS documentationts.gluon.ai

https://joaquinamatrodrigo.github.io/skforecast/0.6.0/index.htmljoaquinamatrodrigo.github.io

Nixtla | State of the Art ForecastingNixtla