├── .Rprofile ├── .github └── workflows │ └── dockerimage.yml ├── .gitignore ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── R ├── basel_weather_intro.R ├── causal_arima │ ├── intro_causal_arima_jo.Rmd │ └── intro_causal_arima_jo.html ├── gam_comparison_forecast.Rmd ├── gam_comparison_forecast.html ├── intro_forecasting │ ├── basel_stl_forecasting.rmd │ ├── intro_arima.rmd │ └── intro_exponential_smoothing.Rmd └── synthetic_control │ ├── rep_for_btsa.R │ └── rep_original.r ├── README.md ├── code_of_conduct.md ├── data ├── basel_weather.csv ├── basel_weather_daily.csv ├── beer.csv ├── intro_ets.csv ├── repgermany.dta ├── sample_data_1.csv ├── sample_data_1_complete.csv └── wave2vec_audio_samples │ ├── Pulp_fiction_clip.wav │ └── Taken_clip.wav ├── environment.yml ├── images └── sample_data_1_plot.png ├── meetup.md ├── presentations ├── 2020-06-02_btsa_kickoff_meetup_slides.pdf ├── Menchetti_Palmieri_CausalArima.pdf ├── eda_time_series │ ├── EDA for Time Series Data.pdf │ ├── eda_part_1_viz_and_missing_values.html │ ├── eda_part_2_correlations.html │ └── eda_part_3_decomposition.html ├── forecast_kaggle_tips │ └── Forecast practitioners What can we learn from Kaggle competitions.pdf ├── hierarchical_bvar │ ├── Tenuous Relations and Timeseries Analysis.pdf │ └── hierarchical_bvar.html ├── synthetic_control │ └── BTSA_synthetic_control.pdf ├── temporal_point_processes │ └── tpp_presentation.pdf └── wave2vec │ └── Wav2vec.pdf ├── python ├── CausalImpact │ ├── data │ │ ├── S&P500.csv │ │ ├── bitcoin_historical_price.csv │ │ └── vw.csv │ └── notebooks │ │ └── causal_impact_bitcoin.ipynb ├── deepAR │ ├── DeepAR GlueonTS PyTorchTS comparison.ipynb │ └── deepAR_gluonts_example.ipynb ├── fundamentals │ ├── images │ │ ├── basel_daily_cyclic.png │ │ ├── basel_daily_decomp0.png │ │ ├── basel_daily_decomp1.png │ │ ├── basel_daily_decomp_fourier.png │ │ ├── basel_daily_gf.png │ │ ├── basel_daily_gf_yearly.png │ │ ├── basel_daily_ma.png │ │ ├── basel_daily_p_acf_plots.png │ │ ├── basel_daily_ts.png │ │ ├── basel_daily_yearly.png │ │ ├── basel_hourly_ts.png │ │ ├── beer_ma.png │ │ ├── beer_production.png │ │ ├── beer_seasonal_decomposed.png │ │ └── day_of_year_fourier.png │ └── notebooks │ │ ├── basel_weather_intro.ipynb │ │ ├── eda_part_1_viz_and_missing_values.ipynb │ │ ├── eda_part_2_correlations.ipynb │ │ └── eda_part_3_decomposition.ipynb ├── intro_forecasting │ ├── basel_stl_forecasting.ipynb │ ├── images │ │ ├── statsmodels_docs_images │ │ │ ├── ssm_ar.png │ │ │ ├── ssm_es.png │ │ │ ├── ssm_structure.png │ │ │ ├── uc_intro.png │ │ │ ├── uc_other.png │ │ │ ├── uc_seasonal.png │ │ │ ├── uc_structure.png │ │ │ └── uc_types.png │ │ └── unobserved_components_predictions.png │ ├── intro_arima.ipynb │ ├── intro_exponential_smoothing.ipynb │ ├── mapping.py │ └── unobserved_components.ipynb ├── prophet │ ├── fbprophet_110820_solution_evamartinez.ipynb │ ├── generate_time_series.py │ ├── prophet_test.html │ ├── prophet_test.ipynb │ └── prophet_test.py ├── 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