Raymond Lee (Raymondliz)

Raymondliz

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Raymond Lee's repositories

a_little_book_of_python_for_multivariate_analysis

A Little Book of Python for Multivariate Analysis

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aiif

Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.

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Coding-the-Matrix

The Coursera course Coding the Matrix: Linear Algebra through Computer Science Applications by Philip Klein

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cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

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core_rl

Repo of core reinforcement learning algorithms and explanations using pytorch lightning

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CS231n

My assignment solutions for CS231n - Convolutional Neural Networks for Visual Recognition

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deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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Deep-Reinforcement-Learning-Hands-On-Second-Edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

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Machine-Learning-for-Algorithmic-Trading-Second-Edition

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

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notebooks

A collection of my IPython Notebooks

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pandas_exercises

Practice your pandas skills!

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Preprocessing-for-deep-learning

This is the notebook associated with the blog post:

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PRMLT

Matlab code for machine learning algorithms in book PRML

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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Python-for-Probability-Statistics-and-Machine-Learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

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reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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ThinkStats2

Text and supporting code for Think Stats, 2nd Edition

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