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largezhu's Projects

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

batch-ppo icon batch-ppo

Efficient Batched Reinforcement Learning in TensorFlow

deep-rl-keras icon deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

finrl icon finrl

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

ga3c icon ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

git-recipes icon git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

github icon github

GitHub 漫游指南- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.

ltsf-linear icon ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyfolio icon pyfolio

Portfolio and risk analytics in Python

reinforcement_learning_basic_book icon reinforcement_learning_basic_book

这是一个学习强化学习基础原理的仓库,主要包括了《深入浅出强化学习原理入门》书中一些例子和课后作业的代码

rl-book icon rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rl-tutorial-jnrr19 icon rl-tutorial-jnrr19

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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