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Collection: Ethics AI

Tools for bias detection, fairness, transparency, or explainability in AI systems

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["Pricing Model: Free", "Pricing (Starting from): Free", "Free Tier Limits: Unlimited", "Scalability Costs: Transparent (no surprises)"] (8 products)
["Pricing Model: Subscription (monthly/yearly)", "Pricing Model: Enterprise/Custom Quote", "Pricing (Starting from): $201–$500/month", "Free Tier Limits: Trial only (e.g., 14 days)"] (2 products)

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["AI Model Type: Predictive/Analytics", "AI Model Type: NLP", "Open Source Availability: Fully open-source", "Processing Speed: Real-time (<1s)", "Accuracy/Performance Metrics: Medium (80–95%)", "Model Size/Requirements: Lightweight (mobile)", "Customization Level: Low (templates)"] (1 products)
["AI Model Type: Predictive/Analytics", "Open Source Availability: Fully open-source", "Processing Speed: Batch processing (>5s)", "Accuracy/Performance Metrics: High (>95%)", "Model Size/Requirements: Medium (GPU)", "Customization Level: Medium (fine-tuning)"] (1 products)
["AI Model Type: Predictive/Analytics", "Open Source Availability: Fully open-source", "Processing Speed: Near real-time (1–5s)", "Accuracy/Performance Metrics: Medium (80–95%)", "Model Size/Requirements: Lightweight (mobile)", "Customization Level: Medium (fine-tuning)"] (2 products)
["AI Model Type: Predictive/Analytics", "Open Source Availability: Fully open-source", "Processing Speed: Real-time (<1s)", "Accuracy/Performance Metrics: Medium (80–95%)", "Model Size/Requirements: Lightweight (mobile)", "Customization Level: Low (templates)"] (4 products)
["AI Model Type: Predictive/Analytics", "Open Source Availability: Proprietary", "Processing Speed: Real-time (<1s)", "Accuracy/Performance Metrics: High (>95%)", "Model Size/Requirements: Heavy (enterprise)", "Customization Level: Medium (fine-tuning)"] (1 products)
["AI Model Type: Predictive/Analytics", "Open Source Availability: Proprietary", "Processing Speed: Real-time (<1s)", "Accuracy/Performance Metrics: High (>95%)", "Model Size/Requirements: Medium (GPU)", "Customization Level: Medium (fine-tuning)"] (1 products)

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["Customer Support: Community forums", "Customer Support: Documentation/Self-help", "Community Size: Medium (10k–100k)", "Onboarding Resources: Tutorials/Videos", "Onboarding Resources: API docs", "Update Frequency: Monthly"] (1 products)
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["Industry: General/Universal", "Industry: Finance", "Industry: Healthcare", "Industry: Legal/HR", "Industry: Business/Marketing", "Industry: Education", "Use Case: Data Analysis", "Use Case: Predictive Modeling", "Use Case: Automation"] (1 products)
["Industry: General/Universal", "Industry: Healthcare", "Industry: Finance", "Industry: Education", "Industry: Business/Marketing", "Industry: Legal/HR", "Industry: Other", "Use Case: Data Analysis", "Use Case: Predictive Modeling", "Use Case: Automation"] (1 products)
["Industry: General/Universal", "Industry: Healthcare", "Industry: Finance", "Industry: Education", "Industry: Business/Marketing", "Industry: Legal/HR", "Industry: Other", "Use Case: Data Analysis", "Use Case: Predictive Modeling"] (1 products)
["Industry: General/Universal", "Industry: Healthcare", "Industry: Finance", "Industry: Education", "Industry: Other", "Use Case: Data Analysis", "Use Case: Predictive Modeling", "Use Case: Automation"] (1 products)
["Industry: General/Universal", "Industry: Healthcare", "Industry: Finance", "Industry: Education", "Industry: Other", "Use Case: Data Analysis", "Use Case: Predictive Modeling"] (2 products)
["Industry: General/Universal", "Industry: Healthcare", "Industry: Finance", "Industry: Education", "Industry: Other", "Use Case: Predictive Modeling", "Use Case: Data Analysis"] (1 products)

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10 products

Responsible AI Toolkit (Microsoft) (AI for ethical AI development)

Responsible AI Toolkit (Microsoft) (AI for ethical AI development)

Regular price $201.00 USD

Regular price Sale price $201.00 USD
Audit-AI (AI for detecting bias in predictive models)

Audit-AI (AI for detecting bias in predictive models)

Regular price $0.00 USD

Regular price Sale price $0.00 USD
EthicalML (AI for fairness and bias auditing tools)

EthicalML (AI for fairness and bias auditing tools)

Regular price $0.00 USD

Regular price Sale price $0.00 USD
H2O Driverless AI Ethics (AI for ethical model development)

H2O Driverless AI Ethics (AI for ethical model development)

Regular price $201.00 USD

Regular price Sale price $201.00 USD
SHAP (AI for feature importance and model interpretability)

SHAP (AI for feature importance and model interpretability)

Regular price $0.00 USD

Regular price Sale price $0.00 USD
LIME (AI for local interpretable model-agnostic explanations)

LIME (AI for local interpretable model-agnostic explanations)

Regular price $0.00 USD

Regular price Sale price $0.00 USD
What-If Tool (Google) (AI for analyzing ML model fairness)

What-If Tool (Google) (AI for analyzing ML model fairness)

Regular price $0.00 USD

Regular price Sale price $0.00 USD
Aequitas (AI for auditing bias and fairness in algorithms)

Aequitas (AI for auditing bias and fairness in algorithms)

Regular price $0.00 USD

Regular price Sale price $0.00 USD
AI Explainability 360 (IBM) (AI for transparent model explanations)

AI Explainability 360 (IBM) (AI for transparent model explanations)

Regular price $0.00 USD

Regular price Sale price $0.00 USD
Fairlearn (AI for bias detection and mitigation in ML models)

Fairlearn (AI for bias detection and mitigation in ML models)

Regular price $0.00 USD

Regular price Sale price $0.00 USD

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