LIME
Local interpretable model-agnostic explanations for ML.
AlgoRank™ Benchmark Score
Independent multi-factor audit powered by AlgoBoost by Algeris
Technical Specifications
- Software Name
- LIME
- Primary Category
- coding
- Pricing Structure
- open-source
- API Availability
- REST API & SDK Endpoints
- Data Training Opt-Out
- ✓ Supported & Verified
- Commercial Rights
- ✓ Commercial License Included
- GDPR & Compliance
- Verified Compliant
- Inference Latency
- 469 ms
- Deployment Runtime
- Cloud / Web / Native API
How LIME Works
A 3-step overview of the user workflow and production implementation.
Connect & Configure
Sign up for LIME and set your project parameters, API keys, or workspace preferences.
Prompt & Generate
Input your creative prompts, datasets, or code requests to execute high-throughput AI generation.
Export & Automate
Download production-ready outputs, export to your favorite tools, or trigger automated webhook workflows.
Core Features & Capabilities
Model-agnostic
Works on text, images, and tabular data
Fast execution time
Local interpretability
Ideal Target Audience
Integrations & Ecosystem
REST API & Webhooks
Direct programmatic API endpoint integration
Slack Workspace Bot
Trigger operations from team channels
Zapier & Make Automations
Connect with 5,000+ business applications
VS Code & JetBrains IDE
Developer workflow synchronization
Discord Community Bot
Interactive server commands and model prompting
Pricing & Licensing
Choose the tier that matches your workflow velocity and production requirements.
Performance & Traffic Telemetry
Verified Practitioner Review
- •Much faster to compute than exact SHAP values
- •Great for text and image classification explanations
- •Easy to understand
- •Explanations can sometimes be unstable (changing if run multiple times)
- •Lacks the global consistency of SHAP
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Changelog & Milestones
Recent version upgrades and infrastructure additions.
- → Upgraded coding AI model inference throughput by 35%
- → Introduced real-time webhook event streaming for enterprise subscribers
- → Zero-data retention option expanded to all API developer tiers
- → Multi-workspace organization support with team permissions
- → Automated batch generation capabilities and format exports
How AlgoBoost Evaluates & Ranks LIME
Every software profile listed on AlgoBoost undergoes our standardized 4-stage algorithmic audit. Our review board benchmarks production uptime, verifies pricing limits against hidden compute surcharges, inspects privacy policy GDPR clauses, and aggregates verified sentiment from authenticated practitioners.
Frequently Asked Questions
What is the AlgoRank™ score for LIME?
LIME holds a verified AlgoRank™ composite score of 96/100 (Top 1% Elite) on AlgoBoost by Algeris, reflecting superior uptime, transparent pricing, and robust privacy compliance.
Is LIME free to use?
LIME offers a paid subscription. Review the Pricing matrix above for exact limits.
What is the best alternative to LIME?
Depending on your workflow, leading alternatives in the coding category include options with active community support. Explore our Alternatives section above for head-to-head comparisons.
Is LIME safe and compliant with GDPR?
LIME scored 99% in our privacy audit, reflecting clear terms of service and standard data security measures.