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dashboards

[RETIRED] See Voilà as a supported replacement

financial-models-numerical-methods

Collection of notebooks about quantitative finance, with interactive python code.

fouriertalkoscon

Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.

jupyter

Jupyter metapackage for installation, docs and chat

jupyter-notebook-introduction-data-science-intro-000

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.

mlcourse.ai

Open Machine Learning Course

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

numerical-python-book-code

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

stock_analysis_for_quant

Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau