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James Brian Lago's Projects

awesome-neural-ode icon awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

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Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dawp icon dawp

Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.

notebooks icon notebooks

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.

npde icon npde

Nonparametric Differential Equation Modeling

pesapaljs icon pesapaljs

Integrate PesaPal into your Node application

sequelize icon sequelize

Sequelize is an easy-to-use multi sql dialect ORM for Node.js & io.js. It currently supports MySQL, MariaDB, SQLite, PostgreSQL and MSSQL.

torchdyn icon torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

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