https://github.com/kenmueller/samiam-web

https://github.com/kenmueller/samiam-web

Last synced: about 2 months ago
JSON representation

• Host: GitHub
• URL: https://github.com/kenmueller/samiam-web
• Owner: kenmueller
• Created: 2024-02-19T23:02:59.000Z (11 months ago)
• Default Branch: master
• Last Pushed: 2024-02-19T23:03:25.000Z (11 months ago)
• Last Synced: 2024-05-28T15:29:59.447Z (7 months ago)
• Language: TypeScript
• Homepage: https://samiam.ai
• Size: 2.68 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# SamIam web

SamIam web is a cloud port of the [Automated Reasoning group at UCLA](http://reasoning.cs.ucla.edu/)'s [SamIam software](http://reasoning.cs.ucla.edu/samiam). The original SamIam software is split into SamIam web and SamIam lib and rewritten in TypeScript and React. SamIam web uses SamIam lib as its inference engine. This software is now available at https://samiam.ai.

DAG construction and editing is ported from [DAG Monster](https://github.com/kenmueller/dagger) ([website](https://dag.monster)).

# SamIam lib

SamIam lib is an inference library port the [Automated Reasoning group at UCLA](http://reasoning.cs.ucla.edu/)'s original [SamIam software](http://reasoning.cs.ucla.edu/samiam).

# Status

Tentative roadmap:

## Version 1

Features:

- DAG editor

  - Export LaTeX DAG

  - Export LaTeX CPT

- Shenoy-Shafer algorithm

  - Probability of evidence

  - Single variable prior and posterior marginals

  - MPE

  - MAP

  - Sensitivity analysis

- Interventional causal queries

- Reading/writing network files in the cloud

- Reading/writing network files locally

- Repository of example Bayesian networks

## Version 2

Complete port of [SamIam](https://github.com/uclareasoning/SamIam) with the addition of:

- Multiple variable prior and posterior marginals

- Reorder node parents

- Reorder node values

- Share

  - View-only

  - With link

  - Social media

- Ellipse and small circle node views

- DAG construction from text or voice with LLM

## Version 3

Features:

- Counterfactual causal queries

- Undo/redo

- Server side inference

- Collaboration

- BN construction from text or voice with LLM

- Export R code