financial-model

This is a collection of notebooks for quantitative finance.

Univariate Time Series Analysis Template covers a three step analysis that one typically needs to perform on time series data for forecasting with ARIMA. See accompanying blog post at https://eekosasih.medium.com/time-series-analysis-template-297a965b42ab
Multivariate Time Series Analysis Template covers a six step analysis that one typically needs to perform on time series data for forecasting with VAR. See accompanying blog post at https://eekosasih.medium.com/multivariate-time-series-analysis-template-9e9bff7495bf
Tabular Classification Template covers a nine step analysis that one typically needs to perform on tabular data for classification.
Tabular Regression Template covers a nine step analysis that one typically needs to perform on tabular data for regression.
Deep Learning Classification and Time Series Analysis Template covers feedforward neural network, convolutional neural network and recurrent neural network for classification and forecasting.
Multimodal Merge Template covers standard join and merge operations to combine data from multiple sources

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
README.md		README.md
deeplearning_timeseries_analysis_template.ipynb		deeplearning_timeseries_analysis_template.ipynb
multimodal_merge_template.ipynb		multimodal_merge_template.ipynb
multivariate_time_series_analysis_template.ipynb		multivariate_time_series_analysis_template.ipynb
tabular_classification_template.ipynb		tabular_classification_template.ipynb
tabular_regression_template.ipynb		tabular_regression_template.ipynb
univariate_time_series_analysis_template.ipynb		univariate_time_series_analysis_template.ipynb

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