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Mina Souliman's Projects

azure-tdsp-utilities icon azure-tdsp-utilities

Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science

chatpdf icon chatpdf

Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions

data_driven_science_python_demos icon data_driven_science_python_demos

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

esrnn-gpu icon esrnn-gpu

PyTorch GPU implementation of the ES-RNN model for time series forecasting

fsid icon fsid

FSID is an open source toolbox, implemented in the Python Julia and Matlab programming languages. FSID is a toolbox with scripts which estimates linear multi-input multi-output state-space models from sample data using frequency-domain subspace algorithms. Algorithms which estimate models based on samples of the transfer function matrix as well as frequency domain input and output vectors are provided. The algorithms can be used for discrete-time models, continuous-time models as well as for approximation of rational matrices from samples corresponding to arbitrary points in the complex plane.

m5-methods icon m5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

omscs-notes icon omscs-notes

OMSCS Notes is powered by Vue, Gridsome, and Firebase.

panel icon panel

A high-level app and dashboarding solution for Python

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