AI4Finance Foundation

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39 repositories

ElegantRL
Public
Massively Parallel Deep Reinforcement Learning. 🔥
lightweight reinforcement-learning gae efficient pytorch stable dqn ddpg sac per
Python
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Other
•850•3.7k•142•0•Updated Nov 12, 2024Nov 12, 2024
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
•2.4k•10k•242•7•Updated Nov 4, 2024Nov 4, 2024
FinRobot
Public
FinRobot: An Open-Source AI Agent Platform for Financial Applications 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
•248•1.6k•24•5•Updated Nov 4, 2024Nov 4, 2024
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
•590•1.3k•74•1•Updated Oct 15, 2024Oct 15, 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
•1.9k•14k•69•5•Updated Oct 1, 2024Oct 1, 2024
AI-Job-Posting-Board
Public
人工智能相关岗位招聘
MIT License
•0•0•0•0•Updated Sep 21, 2024Sep 21, 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
•3•6•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
•32•136•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
•745•2.1k•36•10•Updated Jul 1, 2024Jul 1, 2024
FinNLP
Public template
Democratizing Internet-scale financial data.
Jupyter Notebook
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MIT License
•202•1.1k•15•3•Updated Jul 1, 2024Jul 1, 2024
FinRL-Tutorials
Public
Tutorials. Please star.
Jupyter Notebook
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MIT License
•346•844•50•0•Updated Apr 30, 2024Apr 30, 2024
.github
Public
2•4•0•0•Updated Apr 29, 2024Apr 29, 2024
FinGPT-Earnings-Call-LLM-Agent
Public
Jupyter Notebook
•4•8•1•0•Updated Apr 1, 2024Apr 1, 2024
ElegantRL-AddUnitTestForHelloworld
Public
Cloud-native Deep Reinforcement Learning. 🔥
Python
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Other
•850•1•0•0•Updated Mar 15, 2024Mar 15, 2024
ElegantRL-update-unit-tests
Public
Cloud-native Deep Reinforcement Learning. 🔥
Python
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Other
•850•1•0•0•Updated Mar 15, 2024Mar 15, 2024
ML_Price_Prediction
Public
Predict price
MIT License
•3•5•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
•33•75•1•0•Updated Mar 15, 2024Mar 15, 2024
AI4Finance-Education
Public
education channel
MIT License
•5•28•1•0•Updated Mar 15, 2024Mar 15, 2024
Awesome_AI4Finance
Public
Resources
MIT License
•28•147•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
•101•368•8•2•Updated Mar 15, 2024Mar 15, 2024
FinEmotion
Public
Python
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MIT License
•8•25•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
•34•72•5•0•Updated Mar 15, 2024Mar 15, 2024
FinRL_Imitation_Learning
Public
Jupyter Notebook
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MIT License
•9•18•0•0•Updated Mar 15, 2024Mar 15, 2024
FinRL_Crypto
Public
FinRL_Crypto: Cryptocurrency trading of FinRL
Python
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MIT License
•46•83•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•24•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
•1.9k•0•0•0•Updated Mar 11, 2024Mar 11, 2024
FinGPT-Research
Public
Jupyter Notebook
•1•1•0•0•Updated Mar 7, 2024Mar 7, 2024
FinML
Public
FinML: A Practical Machine Learning Framework for Dynamic Stock Selection
machine-learning stock-trading fundamental-analysis stock-recommendation
Jupyter Notebook
•46•108•1•0•Updated Feb 27, 2024Feb 27, 2024
Awesome_FinRL
Public
FinRL resources: papers, projects
5•5•0•0•Updated Jan 2, 2023Jan 2, 2023