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

Jupyter Notebook 811 304 Updated Jan 21, 2024

Python notebooks for Numerical Analysis

Jupyter Notebook 1 Updated Feb 17, 2022

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

Jupyter Notebook 1 Updated Feb 22, 2021

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Jupyter Notebook 1 Updated May 22, 2023

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Jupyter Notebook 1 Updated Jun 8, 2019

⚡️⚡️⚡️《机器学习实战》代码(基于Python3)🚀

Python 1 Updated Feb 5, 2020

This github repository contains the code to the case studies in the O'Reilly book Machine Learning and Data Science Blueprints for Finance

Jupyter Notebook 1 Updated Dec 25, 2021

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

Jupyter Notebook 1 Updated Sep 26, 2021

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

Jupyter Notebook 1 Updated May 7, 2020

The "Python Machine Learning (2nd edition)" book code repository and info resource

Jupyter Notebook 1 Updated Oct 1, 2020

Machine Learning in Finance: From Theory to Practice Book

Jupyter Notebook 1 Updated Jun 13, 2020

Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

Jupyter Notebook 1 Updated Nov 6, 2022

Credit-Risk Modelling Libraries

Python 1 Updated Feb 5, 2018

Hands on Markov Models with Python, published by Packt

Python 1 Updated Jan 15, 2021

Hands-On Financial Trading with Python, published by Packt

Jupyter Notebook 1 Updated Jun 14, 2022

Machine Learning for Time-Series with Python.Published by Packt

Jupyter Notebook 1 Updated Jul 20, 2022