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d2l-book

Books with Jupyter notebooks

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。

datasets

A collection of datasets of ML problem solving

deep-reinforcement-learning-book

書籍「つくりながら学ぶ！深層強化学習」のサポートリポジトリです

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep-reinforcement-learning-hands-on-second-edition

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

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

drl

Deep Reinforcement Learning

drl-for-microgrid-energy-management

dd

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hands-on-deep-learning-for-games

hands-on-machine-learning-for-algorithmic-trading

Hands-On Machine Learning for Algorithmic Trading, published by Packt

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

hands-on-reinforcement-learning-with-python-

Hands On Reinforcement Learning with Python[Video], Published by Packt

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

learn-algorithmic-trading

Learn Algorithmic Trading, Published by Packt

machine-learning-for-finance

Machine Learning for Finance, published by Packt

mastering-predictive-analytics-with-python

modeling-examples

Gurobi modeling examples

numpy-beginner-guide

《python数据分析基础教程-numpy学习指南》源码

pair-trading

CS7641 Team project

prediction-python

《Python预测之美-数据分析与算法实战》代码维护

python-machine-learning

A collection of machine learning work in python

ranking_and_rating

This project was inspired by the bamazing book "Who's #1?: The Science of Rating and Ranking".

reinforcement-learning-algorithms-with-python

Reinforcement Learning Algorithms with Python, Published by Packt

research_public

Quantitative research and educational materials

selva86.github.io

Advanced R Statistics