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notebooks

differential-machine-learning / notebooks

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Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

machine-learning deep-learning tensorflow automatic-differentiation pricing derivatives quantitative-finance notebooks regression-models backpropagation risk-management computational-finance aad risk-magazine
  • Updated Oct 5, 2022
  • Jupyter Notebook

akankshachauhan2014 / Airbnb-Pricing

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Airbnb is an online marketplace for arranging or offering lodging, primarily homestays, or tourism experiences since 2008. NYC is the most populous city in the United States and also one of the most popular tourism and business place in the world. Airbnb NYC 2019 data contains listing activity and metrics. The dataset has been taken from https:/…

python data-science data machine-learning machine-learning-algorithms airbnb pricing datascience predictive-modeling predictive-analytics datamining machinelearning-python
  • Updated Jan 28, 2020
  • Jupyter Notebook

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