aid: probabl
name: Probabl
description: >-
  Probabl (styled ":probabl.") is the French, Inria-spun-out company behind scikit-learn — "the Tabular AI company by
  the creators of scikit-learn" — founded in 2023 to develop, maintain and commercially sustain the open-source Python
  data-science stack (scikit-learn, skrub, skore). Its commercial product is Skore: an open-source Python library
  (`skore`) that turns model training into structured, auditable artifacts — estimator reports, cross-validation
  reports, comparison reports, data and metric diagnostics — plus Skore Hub, a hosted collaboration platform where
  teams push, compare and track those artifacts across workspaces and projects. Skore Hub exposes a public REST API
  (Skore Hub, OpenAPI 3.1.0, 67 operations) covering identity/OAuth, workspaces, members and API keys, projects,
  estimator/cross-validation/comparison reports, artifacts, project goals, and OpenAI/Anthropic-compatible agent
  endpoints. Probabl also publishes a first-party Agent Skills package (probabl-skills, BSD-3-Clause) of 14 data-science
  skills for coding agents such as Claude Code and Cursor, a `skore` CLI, training via Skolar, and the Scikit-learn
  Central ecosystem explorer.
image: https://avatars.githubusercontent.com/u/135336812?v=4
url: https://raw.githubusercontent.com/api-evangelist/probabl/refs/heads/main/apis.yml
x-type: company
x-source: serena-portfolio
specificationVersion: '0.23'
created: '2026-08-17'
modified: '2026-08-17'
tags:
- Company
- Open-Source
- Machine-Learning
- Data Science
- scikit-learn
- MLOps
- Model Evaluation
- Experiment Tracking
- Agent Skills
- Artificial Intelligence
- Python
- France
tags_raw:
- Company
- Open Source
- machine-learning
- data-science
- scikit-learn
- mlops
- model-evaluation
- experiment-tracking
- agent-skills
- artificial-intelligence
- python
- france
apis:
- name: Skore Hub API
  description: >-
    Public REST API for Skore Hub, Probabl's hosted collaboration platform for machine-learning experiments. Covers
    identity (OAuth authorization-code and device flows, token refresh, user profile, per-workspace API keys),
    workspaces (creation, membership, roles, invitations), projects, and the report surface — estimator reports,
    cross-validation reports, comparison reports, report groups, metrics, media, pickles and environments — plus
    presigned artifact upload/read, project goals, LLM provider configuration, and OpenAI-/Anthropic-compatible agent
    completion endpoints. OpenAPI 3.1.0 with 67 operations across 51 paths and 70 component schemas, served live at
    https://api.skore.probabl.ai/openapi.json.
  humanURL: https://docs.skore.probabl.ai/stable/
  baseURL: https://api.skore.probabl.ai
  tags:
  - Machine-Learning
  - Data Science
  - Experiment Tracking
  - Model Evaluation
  - MLOps
  tags_raw:
  - machine-learning
  - data-science
  - experiment-tracking
  - model-evaluation
  - mlops
  properties:
  - type: OpenAPI
    url: openapi/probabl-skore-hub-openapi.json
  - type: Documentation
    url: https://docs.skore.probabl.ai/stable/
  - type: APIReference
    url: https://api.skore.probabl.ai/docs
  - type: Console
    url: https://api.skore.probabl.ai/redoc
  - type: Authentication
    url: authentication/probabl-authentication.yml
  - type: OAuthScopes
    url: scopes/probabl-scopes.yml
  - type: Conventions
    url: conventions/probabl-conventions.yml
  - type: Idempotency
    url: conventions/probabl-conventions.yml
  - type: ErrorCatalog
    url: errors/probabl-problem-types.yml
  - type: DataModel
    url: data-model/probabl-data-model.yml
  - type: Overlay
    url: overlays/probabl-skore-hub-overlay.yaml
  - type: Conformance
    url: conformance/probabl-conformance.yml
  - type: RateLimits
    url: rate-limits/probabl-rate-limits.yml
  - type: Plans
    url: plans/probabl-plans-pricing.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://probabl.ai/
- type: Documentation
  url: https://docs.skore.probabl.ai/stable/
- type: APIReference
  url: https://api.skore.probabl.ai/docs
- type: GettingStarted
  url: https://docs.skore.probabl.ai/stable/install.html
- type: Blog
  url: https://blog.probabl.ai/
- type: GitHubOrganization
  url: https://github.com/probabl-ai
- type: Support
  url: https://discord.probabl.ai/
- type: Contact
  url: https://www.probabl.ai/contact/
- type: TermsOfService
  url: https://www.probabl.ai/legal/skore-eula/
- type: PrivacyPolicy
  url: https://www.probabl.ai/legal/privacy-policy/
- type: StatusPage
  url: https://status.probabl.ai/
- type: Lifecycle
  url: lifecycle/probabl-lifecycle.yml
- type: ChangeLog
  url: changelog/probabl-changelog.yml
- type: Packages
  url: packages/probabl-packages.yml
- type: SDKs
  url: packages/probabl-packages.yml
- type: CLI
  url: cli/probabl-cli.yml
- type: AgentSkill
  url: skills/_index.yml
- type: MCPServer
  url: mcp/probabl-mcp.yml
- type: LLMsTxt
  url: llms/probabl-llms.txt
- type: WellKnown
  url: well-known/probabl-well-known.yml
- type: DomainSecurity
  url: security/probabl-domain-security.yml