virattt /ai-hedge-fund
An AI Hedge Fund Team
- Stars
- 64,464 stars
- Forks
- 11,319 forks
- Language
- Python
- License
- MIT
- Created
- Nov 29, 2024
- Last push
- Nov 3, 2026
- Updated
- Nov 4, 2026
Why these Tags: an agent read the README and quoted it
- Multi-agent orchestration from the readme:
This is a proof of concept for an AI-powered hedge fund. The goal of this project is to explore the use of AI to make trading decisions.
- Backtesting from the readme:
**Backtesting** — replay a fund over history and watch its equity curve draw against its benchmark.
An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an errorwith the form at the end of this page.
In the Repository Index since Oct 22, 2026, from the starting dataset of the index.
Star History
192 days recorded, Apr 26, 2026 – Nov 3, 2026 (UTC). Net change +7,995 stars.
The star count of each day is the latest count minus the net stars of the later days.
Add this Star History to a README
The images follow the light or dark theme of the page that shows them, and update every hour. Add ?theme=light or ?theme=darkto the chart address to keep one theme.
Star History chart
[](https://awesomerepos.com/virattt/ai-hedge-fund)Badge
[](https://awesomerepos.com/virattt/ai-hedge-fund)Timeline
It gained stars on each of the 192 days recorded since Apr 26, 2026.
Its largest 7 days were Jul 10, 2026 to Jul 16, 2026: 1,236 stars.
In the 30 days to Nov 3, 2026 it got 725 stars, 5% fewer than in the 30 days before.
It had 56,469 stars before Apr 26, 2026 and has 64,464 stars now: 35,536 fewer than 100,000.
- Created on the Repository Host
- +293 stars in one day
- Largest star day recorded: +371 stars
- +152 stars in one day
- Entered the Repository Index from the Seed Dataset
- Release v2.6.1
- Release v2.6.2
- Release v2.6.3
- Release v2.6.4
- Release v2.7.0
- Latest push
The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.
Forks and pushes
From 14 Observations, Oct 22, 2026 – Nov 4, 2026. Forks +58. AwesomeRepos saw a new push on 6 of 13 days.
- Oct 23, 2026: no new push
- Oct 24, 2026: no new push
- Oct 25, 2026: new push
- Oct 26, 2026: no new push
- Oct 27, 2026: no new push
- Oct 28, 2026: new push
- Oct 29, 2026: no new push
- Oct 30, 2026: no new push
- Oct 31, 2026: new push
- Nov 1, 2026: no new push
- Nov 2, 2026: new push
- Nov 3, 2026: new push
- Nov 4, 2026: new push
A filled day: the last push time changed since the Observation before it.
Health facts
Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos last read these facts from GitHub on Nov 3, 2026. How AwesomeRepos defines each check
Maintenance
4 of 4 checksYes: Not archived
GitHub does not mark the repository as archived. Source
Yes: A push in the last 90 days
Last push on 2026-11-03, 0 days ago. Source
Yes: Commits in the last 13 weeks
57 commits on the default branch in the last 13 weeks (GitHub, 2026-11-03). Source
Yes: Commits in 26 or more of the last 52 weeks
Commits in 32 of the last 52 weeks (GitHub, 2026-11-03). Source
- 0
- 1
- 0
- 2
- 0
- 0
- 0
- 0
- 0
- 0
- 0
- 0
- 1
- 0
- 0
- 0
- 0
- 4
- 4
- 3
- 2
- 1
- 4
- 10
- 3
- 5
- 4
- 2
- 1
- 3
- 2
- 3
- 2
- 0
- 7
- 13
- 11
- 7
- 8
- 6
- 0
- 0
- 0
- 2
- 0
- 6
- 18
- 7
- 0
- 7
- 2
- 9
Releases
2 of 3 checksYes: A release in the last 365 days
Newest release v2.7.0 on 2026-11-03, 0 days ago. 10 or more releases in the last 365 days. Source
Yes: The newest release tag is a semantic version
The newest release tag is v2.7.0. Source
No: A changelog file at the root
No changelog file at the root (GitHub, 2026-11-03).
Security practice
0 of 1 checkNo: A security policy
GitHub finds no security policy (GitHub, 2026-11-03).
OpenSSF Scorecard has no result for this repository from the last 90 days.
Community files
1 of 3 checksYes: A licence
GitHub finds the licence MIT. Source
No: A contributing guide
GitHub finds no contributing guide (GitHub, 2026-11-03).
No: A code of conduct
GitHub finds no code of conduct (GitHub, 2026-11-03).
Dependencies in the index
This section shows the packages that connect this repository to other repositories in the index.
The GitHub dependency graph of this repository names 22 direct packages (scanned on Nov 3, 2026). Packages from 16 other repositories in the index are among them.
No scanned repository names a package from this repository.
Uses (in the index) · 16
PyPI: langchain-anthropic, langchain-deepseek, langchain-openai, langchain-xai
PyPI: rich
- psf/requests55K
PyPI: requests
PyPI: pandas
- psf/black42K
PyPI: black
PyPI: textual
- numpy/numpy33K
PyPI: numpy
PyPI: pydantic
PyPI: matplotlib
- scipy/scipy15K
PyPI: scipy
Show all 16
PyPI: pytest
PyPI: python-dotenv
PyPI: isort
- PyCQA/flake83.8K
PyPI: flake8
PyPI: pyyaml
PyPI: watchfiles
Used by (in the index) · 0
None.
Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package (checked on Nov 3, 2026). A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made
Observations
Latest Observation, Nov 4, 2026: 64,464 stars, 11,319 forks, last push Nov 3, 2026, not archived. One of 14 Observations since Oct 22, 2026.