[ICLR 2025 Financial AI Workshop] A multi-agent framework that leverages LLMs to simulate socio-economic systems
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Apr 20, 2025
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financial-ai
Here are 11 public repositories matching this topic...
💹 StockSim: Multi-Agent LLM Financial Market Simulator — A realistic trading simulation platform for evaluating large language models in dynamic financial environments.
nlp docker trading async simulation openai algorithmic-trading quantitative-trading multi-agent-systems financial-markets backtesting llm prompt-engineering financial-ai anthropic
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Jul 15, 2025 - Python
Simple Finance Forecasting Ai. This Ai Model uses historical price data to forecast future prices. The model is trained on data downloaded from Yahoo Finance using the yfinance library, and predictions are made using a linear regression Ai model from sklearn. The model supports all the symbols supported by Yahoo Finance.
ai prediction artificial-intelligence prediction-market ai-predictions market-prediction financial-forecasting market-predictions financial-ai finance-ai stock-ai stock-artificial-intelligence market-artificial-intelligence marketai financeai finance-artificial-intelligence
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Dec 28, 2024 - Python
RL Forex Bot with PPO AI-powered trading bot using PPO, dynamic position sizing, AMD GPU acceleration (DirectML/OpenCL), and MetaTrader 5 integration. Features auto data from Dukascopy, Optuna tuning, W&B tracking. Research-grade, live-ready.
visualization python data reinforcement-learning deep-learning opencl trading-bot pytorch forex backtesting metatrader5 ppo amd-gpu optuna wandb directml financial-ai
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Aug 14, 2025 - Python
PHD Research Focus
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Aug 10, 2025
GDSC Solution Challenge - Innovatrix
api challenge finance google ai solution chatbot management project innovation coding fintech campus phi groq streamlit generative-ai phidata financial-ai gen-ai
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Apr 9, 2025 - Python
Agentic AI involves several key components. This is an AI Agent for trading.These agents typically use reinforcement learning (RL) methods to optimize their behaviour over time through interactions with an environment.
reinforcement-learning trading-bot openai-gym rl-agents stock-market dqn deep-q-network quantitative-trading financial-ai ai-trading agentic-ai
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Apr 8, 2025 - Python
Predict crypto prices using neural nets + LLM-powered custom loss functions on real Chainlink data (ETH/USD)
deep-learning tensorflow ethereum lstm gru neural-networks rnn time-series-prediction chainlink price-prediction blockchain-analytics gemini-api ai-research financial-modeling loss-function custom-loss-functions llm financial-ai discopop smart-contract-data
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Apr 20, 2025 - Python
Automated earnings analysis and stock price prediction using LLMs and financial data
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Aug 31, 2025 - Python
Conversational RAG chatbot for financial expertise using LangChain, OpenAI GPT-4, and Pinecone. Provides personalized investment advice with chat memory and query classification.
python nlp finance machine-learning chatbot fintech openai pinecone conversational-ai rag vector-database investment-advice gpt-4 langchain financial-ai retrieval-augmented-generation
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Sep 4, 2025 - Python
A credit risk modeling project to predict loan defaults using financial data from Lending Club. Includes data cleaning, class imbalance handling with SMOTE, model training with LightGBM and SVM, and actionable insights for lenders.
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Jul 6, 2025 - Jupyter Notebook
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