microsoft/MarS
Some data may be outdated — see provenance labels.
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model observed · 2026-09-21
Health v2 · maintenance only
64/100
- Activity 92
- Release rhythm 35
- Longevity 51
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 722
- days_rel: n/a
- days_push: 50
- n_releases_24m: 0
Adoption not part of the score
1790 stars · 193 forks observed · 2026-09-21
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
MarS is a financial market simulation engine powered by a generative foundation model, developed by Microsoft. It provides tools for simulating order flow, analyzing stylized market facts, forecasting, and studying market impact.
Use cases
- simulate financial market order flow with a generative model
- forecast future market dynamics via simulation
- analyze market impact of large orders
- generate stylized facts reports for simulated markets
- run interactive market simulation demos
- research market microstructure with deep learning
When to choose
- you need to simulate or forecast financial market dynamics with ML models
- you are researching market microstructure or order agent behavior
- you want to study market impact of trades in a simulated environment
When to avoid
- you need production trading or live market execution
- you require the pretrained model immediately, as it is still pending public release
- you work outside financial market simulation domains
Facets
library · maturity active
simulation machine-learning deep-learning data-science agent-framework fintech machine-learning simulation artificial-intelligence data-science python financial-market-simulation generative-model market-microstructure order-agent forecasting iclr-2025 linux
1 source
- readme: https://github.com/microsoft/MarS · fetched 2026-09-21 · ae478f6baf33
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| microsoft/MarS | main | 64 |
For agents
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem