AI4Finance Foundation

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41 repositories

FinRL_DeepSeek
Public
Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393
Jupyter Notebook
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MIT License
•30•13•0•0•Updated Feb 26, 2025Feb 26, 2025
ElegantRL
Public
Massively Parallel Deep Reinforcement Learning. 🔥
lightweight reinforcement-learning gae efficient pytorch stable dqn ddpg sac per
Python
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Other
•870•3.9k•145•0•Updated Feb 25, 2025Feb 25, 2025
STAT-GR5398-Spring-2025
Public
Jupyter Notebook
•1•7•0•0•Updated Feb 24, 2025Feb 24, 2025
FinRL
Public template
FinRL: Financial Reinforcement Learning. 🔥
finance deep-reinforcement-learning openai-gym fintech algorithmic-trading stock-trading multi-agent-learning stock-markets pythorch tensorflow2
Jupyter Notebook
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MIT License
•2.6k•11k•249•6•Updated Feb 19, 2025Feb 19, 2025
FinRL-Meta
Public
FinRL-Meta: Dynamic datasets and market environments for FinRL.
finance deep-reinforcement-learning fintech openai openai-gym-environments drl-trading-agents finrl-library
Python
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MIT License
•623•1.4k•74•1•Updated Feb 6, 2025Feb 6, 2025
.github
Public
2•5•0•0•Updated Dec 27, 2024Dec 27, 2024
FinGPT
Public template
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
nlp finance machine-learning reinforcement-learning sentiment-analysis pytorch fintech technical-analysis robo-advisor large-language-models
Jupyter Notebook
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MIT License
•2.1k•15k•70•5•Updated Dec 26, 2024Dec 26, 2024
AI-Job-Posting-Board
Public
人工智能相关岗位招聘
MIT License
•0•0•0•0•Updated Dec 19, 2024Dec 19, 2024
FinRobot
Public
FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀
finance multimodal-deep-learning robo-advisor large-language-models prompt-engineering chatgpt fingpt aiagent
Jupyter Notebook
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Apache License 2.0
•387•2.4k•34•7•Updated Nov 17, 2024Nov 17, 2024
FinRAG
Public
FinRAG: Financial Retrieval Augmented Generation
finance large-language-models large-language-model fingpt retrieval-augmented-generation
Python
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Apache License 2.0
•5•15•0•0•Updated Aug 28, 2024Aug 28, 2024
RLSolver
Public
Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.
learning optimization solver gpu-acceleration reinforcement massively-parallel
Python
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MIT License
•33•144•20•0•Updated Aug 17, 2024Aug 17, 2024
FinRL-Trading
Public
For trading. Please star.
deep-reinforcement-learning openai-gym sharpe-ratio ddpg stock-trading ppo a2c-algorithm ensemble-strategy stock-trading-strategy automated-stock-trading
Jupyter Notebook
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MIT License
•775•2.2k•35•10•Updated Jul 1, 2024Jul 1, 2024
FinNLP
Public template
Democratizing Internet-scale financial data.
Jupyter Notebook
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MIT License
•214•1.2k•16•3•Updated Jul 1, 2024Jul 1, 2024
FinRL-Tutorials
Public
Tutorials. Please star.
Jupyter Notebook
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MIT License
•363•924•56•1•Updated Apr 30, 2024Apr 30, 2024
FinGPT-Earnings-Call-LLM-Agent
Public
Jupyter Notebook
•5•12•1•0•Updated Apr 1, 2024Apr 1, 2024
ElegantRL-AddUnitTestForHelloworld
Public
Cloud-native Deep Reinforcement Learning. 🔥
Python
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Other
•870•2•0•0•Updated Mar 15, 2024Mar 15, 2024
ElegantRL-update-unit-tests
Public
Cloud-native Deep Reinforcement Learning. 🔥
Python
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Other
•870•2•0•0•Updated Mar 15, 2024Mar 15, 2024
ML_Price_Prediction
Public
Predict price
MIT License
•3•6•0•0•Updated Mar 15, 2024Mar 15, 2024
Deep-Reinforcement-Learning-for-Stock-Trading-DDPG-Algorithm-NIPS-2018
Public
Practical Deep Reinforcement Learning Approach for Stock Trading. NeurIPS 2018 AI in Finance.
deep-reinforcement-learning openai stock-trading
Python
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MIT License
•36•84•1•0•Updated Mar 15, 2024Mar 15, 2024
AI4Finance-Education
Public
education channel
MIT License
•5•31•1•0•Updated Mar 15, 2024Mar 15, 2024
Awesome_AI4Finance
Public
Resources
MIT License
•30•158•0•0•Updated Mar 15, 2024Mar 15, 2024
FinRL_Podracer
Public
Cloud-native Financial Reinforcement Learning
machine-learning-algorithms deep-reinforcement-learning openai-gym pytorch quant quantitative-finance algorithmic-trading
Python
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Other
•106•405•10•2•Updated Mar 15, 2024Mar 15, 2024
FinEmotion
Public
Python
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MIT License
•8•30•0•0•Updated Mar 15, 2024Mar 15, 2024
Financial-Multimodal-LLM
Public
MIT License
•0•0•0•0•Updated Mar 15, 2024Mar 15, 2024
FinRL_Market_Simulator
Public
Python
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MIT License
•35•76•5•0•Updated Mar 15, 2024Mar 15, 2024
FinRL_Imitation_Learning
Public
Jupyter Notebook
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MIT License
•10•21•0•0•Updated Mar 15, 2024Mar 15, 2024
FinRL_Crypto
Public
FinRL_Crypto: Cryptocurrency trading of FinRL
Python
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MIT License
•54•95•7•0•Updated Mar 15, 2024Mar 15, 2024
TransportRL
Public
High-performance RL library for transportation problems, e.g., autonomous driving, traffic light control, UAV control, and path planning.
Python
•3•26•0•0•Updated Mar 13, 2024Mar 13, 2024
FinGPT-FinReportAnalysis
Public template
A fork for financial report analysis.
Jupyter Notebook
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MIT License
•2.1k•3•0•0•Updated Mar 11, 2024Mar 11, 2024
FinGPT-Research
Public
Jupyter Notebook
•1•3•0•0•Updated Mar 7, 2024Mar 7, 2024