René's URL Explorer Experiment

Title: GitHub - justrypython/TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :zap: :rainbow: · GitHub

Open Graph Title: GitHub - justrypython/TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :zap: :rainbow:

X Title: GitHub - justrypython/TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :zap: :rainbow:

Description: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow: - GitHub - justrypython/TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :zap: :rainbow:

Open Graph Description: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow: - justrypython/TradeMaster

X Description: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow: - justrypython/TradeMaster

Opengraph URL: https://github.com/justrypython/TradeMaster

X: @github

direct link

Domain: github.com

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README	https://github.com/justrypython/TradeMaster
License	https://github.com/justrypython/TradeMaster
	https://github.com/justrypython/TradeMaster#trademaster-an-rl-platform-for-trading
	https://github.com/TradeMaster-NTU/TradeMaster/blob/main/figure/Logo.png
	https://www.python.org/downloads/release/python-3916/
	https://github.com/justrypython/TradeMaster/blob/1.0.0/Platform
	https://github.com/justrypython/TradeMaster/blob/1.0.0/License
	https://trademaster.readthedocs.io/en/latest/
	https://github.com/TradeMaster-NTU/TradeMaster/stargazers
	https://github.com/justrypython/TradeMaster#star-whats-new---alarm_clock
FinAgent	https://github.com/DVampire/FinAgent
EarnMore	https://github.com/DVampire/EarnMore
TradeMaster Website (Market Simualtor)	http://trademaster.cpolar.io/MarketGAN
TradeMaster Website (Market Dynamics Modeling Tool)	http://trademaster.cpolar.io/evaluation-toolbox
automatic feature generation and selection	https://arxiv.org/abs/2211.12507
tutorial	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/tutorial/Tutorial9_Feature_Generation.ipynb
Python package	https://pypi.org/project/trademasterntu/
website	https://trademaster.ai
here	https://trademaster.ai
software documentation	https://trademaster.readthedocs.io/en/latest/
Colab	https://colab.research.google.com/drive/10M3F6qF8qJ31eQkBR7B6OHhYCR1ZUlrp#scrollTo=4TKpEroeFdT4
Updated	https://github.com/TradeMaster-NTU/TradeMaster/pull/133
HK Stock	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/data/portfolio_management/hstech30/HSTech30.pdf
Future	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/data/portfolio_management/Future/future.pdf
#131	https://github.com/TradeMaster-NTU/TradeMaster/pull/131
#132	https://github.com/TradeMaster-NTU/TradeMaster/pull/132
Alpha158	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/tutorial/Tutorial8_Train_with_more_technical_indicators.ipynb
#123	https://github.com/TradeMaster-NTU/TradeMaster/pull/123
#124	https://github.com/TradeMaster-NTU/TradeMaster/pull/124
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	https://github.com/justrypython/TradeMaster#outline
TradeMaster: An RL Platform for Trading	https://github.com/justrypython/TradeMaster#trademaster-an-rl-platform-for-trading
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	https://github.com/justrypython/TradeMaster#overview
	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/figure/architecture.jpg
	https://github.com/justrypython/TradeMaster#installation
Installation on Linux/Windows/MacOS	https://github.com/TradeMaster-NTU/TradeMaster/tree/1.0.0/installation/requirements.md
Installation with Docker	https://github.com/TradeMaster-NTU/TradeMaster/tree/1.0.0/installation/docker.md
	https://github.com/justrypython/TradeMaster#tutorial
tutorial	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/tutorial/Tutorial1_EIIE.ipynb
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tutorial	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/tutorial/Tutorial6_DDQN.ipynb
colab tutorial	https://colab.research.google.com/drive/10M3F6qF8qJ31eQkBR7B6OHhYCR1ZUlrp#scrollTo=4TKpEroeFdT4
	https://github.com/justrypython/TradeMaster#useful-script
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Automatic feature generation	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/tutorial/Tutorial9_Feature_Generation.ipynb
Financial data imputation with diffusion models	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/tools/missing_value_imputation/run.py
Train RL agents with Alpha158 technical indicators	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/tutorial/Tutorial8_Train_with_more_technical_indicators.ipynb
	https://github.com/justrypython/TradeMaster#trademaster-sandbox
White paper	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/docs/source/tool/TradeMaster_Sandbox_whitepaper.pdf
Market dynamics modeling	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/docs/source/tool/EvaluationSandbox_MDM.md
Website API	http://trademaster.ai/
Market simulator	https://arxiv.org/abs/2309.07708
	https://github.com/justrypython/TradeMaster#dataset
Yahoo	https://pypi.org/project/yfinance/
SP500	https://github.com/justrypython/TradeMaster/blob/1.0.0
Yahoo	https://pypi.org/project/yfinance/
DJ30	https://github.com/TradeMaster-NTU/TradeMaster/blob/main/data/data/dj30/DJ30.pdf
Kaggle	https://pypi.org/project/yfinance/
FX	https://github.com/TradeMaster-NTU/TradeMaster/blob/main/data/data/exchange/FX.pdf
Kaggle	https://pypi.org/project/yfinance/
Crypto	https://github.com/TradeMaster-NTU/TradeMaster/blob/main/data/data/BTC/Crypto.pdf
Yahoo	https://pypi.org/project/yfinance/
SSE50	https://github.com/TradeMaster-NTU/TradeMaster/blob/main/data/data/sz50/SZ50.pdf
Binance	https://www.binance.com/
Binance	https://github.com/TradeMaster-NTU/TradeMaster/blob/main/data/data/OE_BTC/limit_order_book.pdf
AKshare	https://akshare.xyz/
Future	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/data/portfolio_management/Future/future.pdf
AKShare	https://akshare.xyz/
HS30	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/data/portfolio_management/hstech30/HSTech30.pdf
Google Drive	https://drive.google.com/drive/folders/19Tk5ifPz1y8i_pJVwZFxaSueTLjz6qo3?usp=sharing
Baidu Cloud	https://pan.baidu.com/s/1njghvez53hD5v3WpLgCg0w
	https://github.com/justrypython/TradeMaster#model-zoo
DeepScalper based on Pytorch (Shuo Sun et al, CIKM 22)	https://arxiv.org/abs/2201.09058
OPD based on Pytorch (Fang et al, AAAI 21)	https://ojs.aaai.org/index.php/AAAI/article/view/16083
DeepTrader based on Pytorch (Wang et al, AAAI 21)	https://ojs.aaai.org/index.php/AAAI/article/view/16144
SARL based on Pytorch (Yunan Ye et al, AAAI 20)	https://arxiv.org/abs/2002.05780
ETEO based on Pytorch (Lin et al, 20)	https://www.ijcai.org/Proceedings/2020/627?msclkid=a2b6ad5db7ca11ecb537627a9ca1d4f6
Investor-Imitator based on Pytorch (Yi Ding et al, KDD 18)	https://www.kdd.org/kdd2018/accepted-papers/view/investor-imitator-a-framework-for-trading-knowledge-extraction
EIIE based on Pytorch (Jiang et al, 17)	https://arxiv.org/abs/1706.10059
PPO	https://docs.ray.io/en/latest/rllib/rllib-algorithms.html#ppo
A2C	https://docs.ray.io/en/latest/rllib/rllib-algorithms.html#a3c
Rainbow	https://docs.ray.io/en/releases-1.13.0/rllib/rllib-algorithms.html#dqn
SAC	https://docs.ray.io/en/latest/rllib/rllib-algorithms.html#sac
DDPG	https://docs.ray.io/en/latest/rllib/rllib-algorithms.html#ddpg
DQN	https://docs.ray.io/en/latest/rllib/rllib-algorithms.html#dqn
PG	https://docs.ray.io/en/latest/rllib/rllib-algorithms.html#pg
TD3	https://docs.ray.io/en/latest/rllib/rllib-algorithms.html#ddpg
	https://github.com/justrypython/TradeMaster#visualization-toolkit
paper	https://openreview.net/forum?id=JjbsIYOuNi
repository	https://github.com/TradeMaster-NTU/PRUDEX-Compass
	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/figure/visualization/A2C.jpg
	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/figure/visualization/DeepTrader.jpg
	https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/figure/visualization/PPO.jpg
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	https://github.com/justrypython/TradeMaster#file-structure
	https://github.com/justrypython/TradeMaster#publications
PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets	https://openreview.net/forum?id=JjbsIYOuNi
Reinforcement Learning for Quantitative Trading (Survey)	https://dl.acm.org/doi/10.1145/3582560
Deep Reinforcement Learning for Quantitative Trading: Challenges and Opportunities	https://ieeexplore.ieee.org/abstract/document/9779600
DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities	https://arxiv.org/abs/2201.09058
Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management	https://ojs.aaai.org/index.php/AAAI/article/view/16142
	https://github.com/justrypython/TradeMaster#news
TradeMaster最新发布沙盒工具箱，探索量化交易的全新维度	https://mp.weixin.qq.com/s/WqU2t_hPH0t_1__VRPlz8g
Call for participation on RL4Fintech syposium in Singapore	https://sites.google.com/view/aaai23-ai4fintech
用强化学习在金融市场上赚钱？南洋理工发布全新基于强化学习的量化交易平台TradeMaster	https://zhuanlan.zhihu.com/p/614855780?utm_medium=social&utm_oi=798261254362927104&utm_psn=1620381293060993024&utm_source=wechat_session&wechatShare=1&s_r=0
南洋理工发布量化交易大师TradeMaster，涵盖15种强化学习算法	https://mp.weixin.qq.com/s/MTUOksGGgaWX6GkXZT6wwA
量化交易大师TradeMaster	https://mp.weixin.qq.com/s/bAuvKD5QD3Lz8ZC60WWJLQ
Introduction on TradeMaster	https://medium.com/@trademaster.ntu/introduction-to-trademaster-a-new-standard-of-reinforcement-learning-framework-for-quantitative-67f7133485e2
Host a tutorial on reinforcement learning for quantitative trading with TradeMaster	https://sites.google.com/view/aaai-ai-fin/home
	https://github.com/justrypython/TradeMaster#team
AMI	https://personal.ntu.edu.sg/boan/
Nanyang Technological University	https://www.ntu.edu.sg/
	https://github.com/justrypython/TradeMaster#competition
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