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Pre-alpha software: Dyff is research code in a pre-alpha state. It is published without warranty, is subject to change at any time, and has not been certified, tested, assessed, or otherwise assured of safety by any person or organization. Use at your own risk.

Dyff
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Dyff

Getting started

  • Installation
  • Connect
  • Tutorial
    • Create a Dataset
    • Data schemas
    • Inference – Models, Services, and Sessions
    • Run an Evaluation
    • Analyze evaluation results
    • Create a safety case
    • Advanced Inference Service Usage

Usage

  • Datasets
  • Inference
  • Modules
  • Measurements

Deploy

  • Local cluster
    • Set up the cluster host
    • Set up the cluster
    • Validate the cluster
    • Kick the tires
  • Production cluster
    • Cloud resources
      • Service accounts
      • Network
      • Cluster
      • Storage
    • Cluster resources
      • Storage
      • Kafka
      • MongoDB
      • Ingress
    • Dyff platform
      • dyff-api
      • dyff-frontend
      • dyff-orchestrator
      • dyff-operator
      • workflows-aggregator
      • workflows-informer
      • workflows-sink
  • Account management

About

  • Design
  • Security
    • Role-based access control (RBAC)
  • Storage
    • Kafka
  • Testing
  • Workflow status
  • dyff-operator

Reference

  • Python API
    • dyff
    • dyff.audit
    • dyff.client
    • dyff.schema
      • Platform types
      • Request Types
      • Status flags
      • Schema adapters
      • Utilities
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Python API¶

The Dyff Python API consists of several packages that can be used independently.

  • dyff
  • dyff.audit
    • Installation
    • Scoring Rubrics
    • Evaluation Metrics
    • Dataset Construction and Manipulation
    • Workflows
  • dyff.client
    • Installation
    • Configuration
    • Reference
  • dyff.schema
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