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ericroh's Projects

highfrequency icon highfrequency

The highfrequency package contains an extensive toolkit for the use of highfrequency financial data in R. It contains functionality to manage, clean and match highfrequency trades and quotes data. Furthermore, it enables users to: calculate easily various liquidity measures, estimate and forecast volatility, and investigate microstructure noise and intraday periodicity.

imv_lstm icon imv_lstm

Pytorch implementation of "Exploring Interpretable LSTM Neural Networks over Multi-Variable Data" https://arxiv.org/pdf/1905.12034.pdf

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

persp-model-econ_w19 icon persp-model-econ_w19

Course site for MACS 30150 (Winter 2019) - Perspectives on Computational Modeling for Economics

sit icon sit

Systematic Investor Toolkit

tutorials icon tutorials

Ipython notebooks for math and finance tutorials

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