DUCKQUANT / THE QUANT & AI DIRECTORY

AI Trading & Research

2,336 resources, ranked by in-directory PageRank

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Repository

TBD Predict

github.com

Solana-based prediction market for human opinions with an agent CLI (@tbd-vote/cli) and AGENTS.md spec for AI agents to authenticate, list opinion campaigns…

GitHub stars
1
Language
TypeScript
Code license
MIT
systematic-tradingmarket-datagithub
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Website

Signalview

signalview.xyz

Platform - Non-custodial AI agents executing backtested signals on Hyperliquid perps; every signal ships a public 18-month backtest scored −100..+100; scoped…

Page language
en
Directory citations
1
Discovery sources
1
systematic-tradingawesome-systematic-tradingfinance
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Repository

VARRD

github.com

AI-powered trading research platform that validates any trading idea with event studies, statistical tests, and real market data across 15,000+ instruments.…

GitHub stars
24
Language
Python
Code license
MIT
systematic-tradingai-powered-systematicgithub
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Website

Domains

thefintechbuilder.com

Extract decisions and signals from financial language. Representative subjects: Sentiment, topic models, filings extraction, earnings-call analysis, news event detection, named entities.

Page language
en
Directory citations
1
Discovery sources
1
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Repository

alphanome-ai/sec-parser

github.com

Parse SEC EDGAR HTML documents into a tree of elements that correspond to the visual (semantic) structure of the document.

GitHub stars
295
Language
Python
Code license
MIT
machine-learningdatagithub
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Repository

awesome-developer-finance

github.com

A curated list of awesome OSS, programmable APIs, and autonomous AI agents for developers in finance. Discover resources for quantitative analysis (Quant)…

GitHub stars
16
quantseed-sourcesgithub
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Repository

nuglifeleoji/Factor-Research

github.com

Advanced Quantitative Factor Research: ML-powered stock return prediction with 72% performance improvement. Features comprehensive alpha factor library…

GitHub stars
421
Language
Jupyter Notebook
quantresearch-papersgithub
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Repository

harrypapadakis/StockSim

github.com

StockSim: Multi-Agent LLM Financial Market Simulator — A realistic trading simulation platform for evaluating large language models in dynamic financial…

GitHub stars
39
Language
Python
quantsimulation-synthetic-datagithub
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Repository

ESkripichnikov/market-making

github.com

Reinforcement Learning in Market Making is a project that explores the application of RL techniques to develop market-making strategies, comparing them with…

GitHub stars
45
Language
Jupyter Notebook
quantmarket-making-liquiditygithub
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Research paper

Trading-R1: Financial Trading with LLM Reasoning via Reinforcement Lea

arxiv.org

Authors: Yijia Xiao, Edward Sun, Tong Chen, Fang Wu, Di Luo, Wei Wang. Developing professional, structured reasoning on par with human financial analysts and…

Published
Sep 14, 2025
Authors
6
quantresearch-paperspaper
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Research paper

AlphaAgents: Large Language Model based Multi-Agents for Equity Portfo

arxiv.org

Authors: Tianjiao Zhao, Jingrao Lyu, Stokes Jones, Harrison Garber, Stefano Pasquali, Dhagash Mehta. The field of artificial intelligence (AI) agents is…

Published
Aug 15, 2025
Authors
6
quantresearch-paperspaper
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Research paper

ContestTrade: A Multi-Agent Trading System Based on Internal Contest M

arxiv.org

Authors: Li Zhao, Rui Sun, Zuoyou Jiang, Bo Yang, Yuxiao Bai, Mengting Chen, Jing Li, Zuo Bai. In financial trading, large language model (LLM)-based…

Published
Aug 1, 2025
Authors
8
quantresearch-paperspaper
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Research paper

Adversarial Attacks on Deep Algorithmic Trading Policies

arxiv.org

Authors: Yaser Faghan, Nancirose Piazza, Vahid Behzadan, Ali Fathi. Deep Reinforcement Learning (DRL) has become an appealing solution to algorithmic trading…

Published
Oct 22, 2020
Authors
4
quantresearch-paperspaper
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Research paper

A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading

arxiv.org

Authors: Yuan Li, Bingqiao Luo, Qian Wang, Nuo Chen, Xu Liu, Bingsheng He. The utilization of Large Language Models (LLMs) in financial trading has…

Published
Jun 27, 2024
Authors
6
quantresearch-paperspaper
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Repository

asupraja3/nlp-finance-forecast

github.com

An End-to-End Machine Learning Pipeline that combines financial news sentiment analysis with historical stock price features to predict short-term market…

GitHub stars
22
Language
Python
quantnlpgithub
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Research paper

FinMCP-Bench: Benchmarking LLM Agents for Real-World Financial Tool Us

arxiv.org

Authors: Jie Zhu, Yimin Tian, Boyang Li, Kehao Wu, Zhongzhi Liang, Junhui Li, Xianyin Zhang, Lifan Guo, Feng Chen, Yong Liu, Chi Zhang. This…

Published
Mar 26, 2026
Authors
11
quantresearch-paperspaper
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Research paper

FinDeepForecast: A Live Multi-Agent System for Benchmarking Deep Resea

arxiv.org

Authors: Xiangyu Li, Xuan Yao, Guohao Qi, Fengbin Zhu, Kelvin J. L. Koa, Xiang Yao Ng, Ziyang Liu, Xingyu Ni, Chang Liu, Yonghui Yang,…

Published
Jan 8, 2026
Authors
19
quantresearch-paperspaper
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Repository

je-suis-tm/machine-learning

github.com

machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including…

GitHub stars
267
Language
Jupyter Notebook
Code license
Apache-2.0
quantresearch-papersgithub
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Repository

Markfans/cryptoquant-ai

github.com

CryptoQuant AI is an advanced, open-source quantitative trading platform designed to bridge the gap between algorithmic market execution and artificial…

GitHub stars
183
Language
TypeScript
Code license
MIT
quantexecutiongithub
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Repository

KOSASIH/GalacticNexus-Core

github.com

A decentralized, AI-powered, quantum-encrypted, and neuro-interfaced financial technology platform unifying the cosmos of finance through blockchain…

GitHub stars
36
Language
Python
Code license
Apache-2.0
quantquantum-financegithub
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Repository

simonlin1212/global-stock-data

github.com

US & HK stock market data for AI coding assistants — zero-auth, official sources. CBOE options with full Greeks 0DTE flow, FINRA market-wide short…

GitHub stars
1,720
Code license
Apache-2.0
quantdata-and-feedsgithub
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Research paper

QuantHarness: Price-Driven Multi-Agent LLMs for High-Frequency Trading

arxiv.org

Authors: Fei Xiong, Xiang Zhang, Aosong Feng, Siqi Sun, Chenyu You. Recent advances in Large Language Models (LLMs) have shown remarkable capabilities in…

Published
Sep 12, 2025
Authors
5
quantresearch-paperspaper
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Research paper

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

arxiv.org

Authors: Jun Han, Shuo Zhang, Wei Li, Yifan Dong, Tu Hu, Yumo Zhu, Xiaomin Yu, Xin Guo, Zhaowei Liu, Kunyi Wang, Jingping Liu, Tianyi…

Published
Feb 6, 2026
Authors
17
quantresearch-paperspaper
61 Authority 61 / 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

petermartens98/GPT4-LangChain-Stock-Market-Analysis-Agent

github.com

Streamlit web app with an SQLite user login/authentication system. Application allows users to select multiple stocks, metrics, and visualizations. A Langchain…

GitHub stars
81
Language
Python
quantvisualizationgithub
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Repository

vrunm/Text-Classification-Financial-Phrase-Bank

github.com

Built a sentiment analysis model to predict the sentiment of a Financial News article. A comparative study of different optimizers used for training was…

GitHub stars
33
Language
Python
Code license
MIT
quantnlpgithub
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Repository

unslothai/hyperlearn

github.com

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old. Jupyter Notebook · 2,505

GitHub stars
2,524
Language
Jupyter Notebook
Code license
Apache-2.0
quanttime-seriesgithub
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Research paper

StockMem: An Event-Reflection Memory Framework for Stock Forecasting

arxiv.org

Authors: He Wang, Wenyilin Xiao, Songqiao Han, Hailiang Huang. Stock price prediction is challenging due to market volatility and its sensitivity to real-time…

Published
Dec 2, 2025
Authors
4
quantresearch-paperspaper
61 Authority 61 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Website

Rd Agent Tech Report

aka.ms

microsoft/RD-Agent — Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core…

Page language
en
Directory citations
1
Discovery sources
1
machine-learningllm-agents
61 Authority 61 / 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

xwww333/Machine_Learning_NLP_Sentiment_Analysis

github.com

A machine learning app that analyzes the sentiment of financial analyst reports and detects potential bias in tone. It uses NLP techniques to classify…

GitHub stars
28
Language
Jupyter Notebook
quantnlpgithub
61 Authority 61 / 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

deependersingla/deep_trader

github.com

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn…

GitHub stars
1,506
Language
Python
machine-learningdeep-learninggithub
61 Authority 61 / 100 Cited by 2 resources in this directory 3 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Repository

saeed349/Deep-Reinforcement-Learning-in-Trading

github.com

This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated and historical market.

GitHub stars
219
Language
Jupyter Notebook
machine-learningdeep-learninggithub
61 Authority 61 / 100 Cited by 2 resources in this directory 3 discovery sources Directory record updated: 2026-10-11 How scoring works →

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