DUCKQUANT / THE QUANT & AI DIRECTORY

AI Trading & Research

2,336 resources, ranked by in-directory PageRank

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Repository

Financial-Intent-Understanding-with-LLMs

github.com

Fine-tuning LLMs using LlamaFactory for financial intent understanding Evaluating open-source models on OpenFinData benchmark Full implementation with multiple

GitHub stars
5
Language
Jupyter Notebook
llmnlpbenchmark
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Repository

Market-Anomaly-Detector

github.com

Market Anomaly Detector is an AI-powered financial surveillance platform that detects unusual market behavior using machine learning, real-time analytics

GitHub stars
6
Language
TypeScript
explainabilityriskeducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

financial-reports-mcp-server

github.com

Instantly query European financial data for AI. This FastMCP server connects the FinancialReports.eu API to powerful language models, making complex reports

GitHub stars
6
Language
Python
llmnlpdata
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Repository

Explainable-AI-in-Financial-Fraud-and-Anomaly-Detection

github.com

This repository explores explainable deep learning models for financial fraud detection and anomaly analysis. It integrates Graph Neural Networks (GNNs)

GitHub stars
797
Language
Python
graphexplainabilityrisk
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

FraudDetectionPipeline

github.com

FraudDetectionPipeline is a Data Science & Machine Learning project designed to detect fraudulent financial transactions. It includes data cleaning

GitHub stars
5
Language
Jupyter Notebook
automlriskeducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Repository

financial-ml-blueprints

github.com

A practical collection of financial machine learning projects based on industry blueprints. Covers stylized facts, feature engineering, ML models, and

GitHub stars
8
Language
Jupyter Notebook
Code license
MIT
automleducationtrading
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

Financial-Analysis-Projects-using-Python

github.com

Developing trading strategies as machine learning classification: Feature engineering, k-nearest neighbors, decision trees & random forests, and strategic

GitHub stars
8
Language
Jupyter Notebook
automleducationtrading
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

AiML-financial-fraud-detection-model

github.com

The Fraud Detection project aims to improve identification of fraudulent activities in e-commerce and banking by developing advanced machine learning models

GitHub stars
10
Language
Jupyter Notebook
Code license
MIT
explainabilityautomlrisk
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

MITx 6.86x Machine Learning with Python-From Linear Models to Deep

github.com

Welcome to 6.86x Machine Learning with Python–From Linear Models to Deep Learning. Machine learning methods are commonly used across engineering and sciences

GitHub stars
13
Language
Jupyter Notebook
reinforcement-learningautomleducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Repository

Online-Payments-Fraud-Detection-Dataset-Case-Study

github.com

A Data Science/Machine Learning Project. According to Bolster , Global Fraud Index (as at June 2022) is at 10,183 and growing. This is high…

GitHub stars
15
Language
Jupyter Notebook
benchmarkdatasetautoml
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Repository

Machine-Learning-Based-Loan-Default-Early-Warning-System

github.com

Developed an end-to-end ML system on Azure to predict loan defaults, leveraging advanced data preprocessing, feature engineering, and machine learning models

GitHub stars
22
Language
Jupyter Notebook
automlriskeducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

credit-card-fraud-detection

github.com

Developed a machine learning model to detect fraudulent financial transactions using classification algorithms. Includes data preprocessing, feature

GitHub stars
31
Language
Python
benchmarkautomlrisk
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

ML Trading Bot

github.com

Combine your new algorithmic trading skills with your existing skills in financial Python programming and machine learning to create an algorithmic trading bot

GitHub stars
8
Language
Jupyter Notebook
educationfinancetrading
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

Algorithmic Trading with Machine Learning

github.com

CASE STUDY: Financial Institution's ML Trading Bot, using the SVC Classifier Model for Support Vector Machine (SVM)

GitHub stars
9
Language
Jupyter Notebook
Code license
MIT
educationfinancetrading
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

My-AI-Projects-Gallery

github.com

This repository showcases my AI projects spanning Agentic AI, Generative AI, Deep Learning, Machine Learning, and Fintech - from autonomous agents and trading

GitHub stars
11
agentsnlpeducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

WarrenGPT

github.com

Welcome to WarrenGPT a trading AI & the worlds first opensource AI ML trading AI bot the white paper coming soon goal of WarrenGPT…

GitHub stars
13
Language
Python
Code license
MIT
nlpsentimenteducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

intelligent-trading-bot

github.com

Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

GitHub stars
13
Language
Python
Code license
MIT
automleducationtrading
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

Credit-Risk-Prediction-German-Bank

github.com

This is an end to end machine learning project using Random Forest to predict credit risk of German Bank's customers. By employing predictive models,…

GitHub stars
24
Language
Jupyter Notebook
riskeducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

stock-evaluation

github.com

Compilation of technical analysis tools (EMA, Bollinger bands), fundamental analysis, machine learning models (LSTM, Random forest, ARIMA, GARCH, Markov Regime

GitHub stars
15
Language
Jupyter Notebook
Code license
MIT
portfolionlpsentiment
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

LSTM RNN Tutorials with Demo

github.com

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation

GitHub stars
859
Language
Python
nlpsentimenttime-series
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

FreTransformer

github.com

Official implementation of our IEEE IJCNN 2024 paper: a complex-valued Transformer that forecasts financial multivariate time series in the frequency domain

GitHub stars
5
Language
Python
Code license
MIT
time-seriestransformereducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

auction-market-simulation

github.com

Auction-based market simulation using market making and market taking zero intelligence agents. It's controlled using various basic variables that focus

GitHub stars
5
Language
TypeScript
agentsmarket-makingeducation
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

dnd economy

github.com

A historically authentic dynamic price generator for Dungeons & Dragons in-game purchases. Implemented with agent-based trade simulation where local events

GitHub stars
5
Language
Java
agentssimulationtrading
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

drillr-mcp-server

github.com

drillr — the financial data and research MCP for AI agents: filings with full-text and fact search, statements as reported, earnings, ownership, corporate

GitHub stars
8
Code license
MIT
agentsresearchagent-skills
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

ashare-ai-analyst

github.com

LLM-powered A-share (Chinese stock) market analysis platform — technical analysis, prediction, strategy backtesting, and an autonomous research/decision agent

GitHub stars
7
Language
Python
Code license
MIT
llmagentsresearch
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

LLMRoboFund

github.com

LLMRoboFund is a powerful chatbot empowered with Multi-document RAG. The chatbot is equipped with RetrievalQA and SQL Agents to ease the investment research

GitHub stars
7
Language
Jupyter Notebook
Code license
Apache-2.0
llmagentsrag
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

Multi Agent Financial Analysis System

github.com

Multi-agent AI system for financial analysis and investment research. Uses LLMs, APIs, and agentic workflows (prompt chaining, routing, evaluator–optimizer) to

GitHub stars
8
Language
HTML
Code license
MIT
llmagentsresearch
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
Screenshot review pendingResource information and source links remain available.
Repository

hedge-fund-committee

github.com

An investment research committee that runs inside Claude — analysts, a bull-vs-bear debate, risk audit, trader call, and PM sign-off in one conversation

GitHub stars
8
Code license
MIT
llmagentsresearch
44 Authority 44 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →

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