Skip to content
InvestingStack
The Stack

Research

Papers, benchmarks, curricula and curated lists.

Live GitHub data · Oct 11, 2026

Read the evidence before the headline result

Identify the research question, dataset, baselines, source versions and what actually ran. Distinguish a documentation review from an offline test and a model experiment. Curated lists help discovery; they do not independently validate their entries.

Related research

13 of 13 projects
  • research

    Machine Learning for Trading

    Open source

    Code for Stefan Jansen's book: the most complete open ML-for-trading curriculum

    GitHub stars
    21.3k
    Stars · 7d
    +84
    Stefan Jansen
    Details
  • research

    FinRL

    Open source

    The reference deep-reinforcement-learning framework for trading and allocation

    GitHub stars
    16.6k
    Stars · 7d
    +75
    AI4Finance Foundation
    Details
  • research

    Stock Prediction Models

    Open source

    Gallery of deep-learning stock-forecasting notebooks from the pre-LLM era

    GitHub stars
    9.5k
    Stars · 7d
    +6
    huseinzol05
    Details
  • research

    LLM Trading Lab

    Free tier

    A six-month real-money micro-cap experiment run by ChatGPT, with the full forward-only record and an evaluation paper

    GitHub stars
    7.5k
    Stars · 7d
    +6
    LuckyOne7777
    Details
  • research

    Awesome AI in Finance

    Open source

    Long-running curated list of LLMs, deep-learning strategies and tools in finance

    GitHub stars
    6.7k
    Stars · 7d
    +22
    georgezouq
    Details
  • research

    FinRL-Meta

    Open source

    Dynamic datasets and market environments for FinRL research

    GitHub stars
    1.9k
    Stars · 7d
    +2
    AI4Finance Foundation
    Details
  • research

    Awesome Trading Agents

    Open source

    Curated list of LLM trading agents, MCP servers and agent skills, organised by building block

    GitHub stars
    882
    Stars · 7d
    +9
    LLMQuant
    Details
  • research

    Agentic Trading Lab

    Open source

    Academic platform for prototyping, backtesting and paper-trading LLM agents, built alongside a survey of the field

    GitHub stars
    770
    Stars · 7d
    +5
    Open Finance Lab
    Details
  • research

    ContestTrade

    Open source

    Multi-agent trading system where agents compete internally before one view drives the decision

    GitHub stars
    681
    Stars · 7d
    +3
    FinStep AI
    Details
  • research

    FinanceBench

    Open source

    Benchmark of open-book financial questions answered from company filings

    GitHub stars
    372
    Stars · 7d
    +4
    Patronus AI
    Details
  • research

    Hands-On AI Trading (QuantConnect)

    Open source

    Code for the book on AI trading with Python, QuantConnect and AWS

    GitHub stars
    367
    Stars · 7d
    +4
    QuantConnect
    Details
  • research

    LiveTradeBench

    Open source

    UIUC's live-market evaluation of LLM trading agents across US equities and Polymarket

    GitHub stars
    168
    Stars · 7d
    +2
    UIUC ULab
    Details
  • research

    Continuous-record LLM trading agents (DXRG)

    Open source

    Paper artifacts and aggregate data from a continuous live record of LLM trading agents

    GitHub stars
    80
    Stars · 7d
    +1
    ProjectDXAI
    Details