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    Disparity & Bias Testing Library

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    Sold by: SolasAI 
    AWS Free Tier
    SolasAI Disparity and Bias testing tool provides a powerful and easy to use software library that identifies potential disparity or bias in decision making models or historical outcomes. The tool uses the same metrics and techniques that U.S. regulators and courts would use to assess your models, therefore providing organizations that do business in the U.S. higher levels of compliance protection.
    Listing Thumbnail

    Disparity & Bias Testing Library

     Info
    Sold by: SolasAI 

    Overview

    SolasAI tests algorithms of varying model structures for disparity using standard metrics accepted by U.S. regulators and courts. It does not require customers to change how they create their models. This provides clients clear answers on the existence of disparity in their algorithms and historical outputs, and the severity of that disparity.

    Note: The information provided from this tool does not constitute legal advice. The SolasAI Disparity & Bias Testing testing tool currently has been developed to the U.S. standards of fairness.

    Highlights

    • Test predictions and historical outcomes using standard metrics that are accepted by the U.S. regulators and the courts.
    • Identify the potential presence and severity of disparity in your algorithms and historical outcomes.
    • Generate a consumable report that clearly communicates the outcome of the completed disparity & bias test.

    Details

    Sold by

    Delivery method

    Delivery option
    64-bit (x86) Amazon Machine Image (AMI)

    Latest version

    Operating system
    Ubuntu 20.04

    Typical total price

    This estimate is based on use of the seller's recommended configuration (r5.2xlarge) in the US East (N. Virginia) Region. View pricing details

    $0.504/hour

    Features and programs

    Financing for AWS Marketplace purchases

    AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
    Financing for AWS Marketplace purchases

    Pricing

    Disparity & Bias Testing Library

     Info
    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (445)

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    • ...
    Instance type
    Product cost/hour
    EC2 cost/hour
    Total/hour
    t2.nano
    $0.00
    $0.006
    $0.006
    t2.micro
    AWS Free Tier
    $0.00
    $0.012
    $0.012
    t2.small
    $0.00
    $0.023
    $0.023
    t2.medium
    $0.00
    $0.046
    $0.046
    t2.large
    $0.00
    $0.093
    $0.093
    t2.xlarge
    $0.00
    $0.186
    $0.186
    t2.2xlarge
    $0.00
    $0.371
    $0.371
    t3.nano
    $0.00
    $0.005
    $0.005
    t3.micro
    AWS Free Tier
    $0.00
    $0.01
    $0.01
    t3.small
    $0.00
    $0.021
    $0.021

    Additional AWS infrastructure costs

    Type
    Cost
    EBS General Purpose SSD (gp2) volumes
    $0.10/per GB/month of provisioned storage

    Vendor refund policy

    N/A

    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

    Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.

    Usage information

     Info

    Delivery details

    64-bit (x86) Amazon Machine Image (AMI)

    Amazon Machine Image (AMI)

    An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.

    Additional details

    Usage instructions

    How to launch and use an EC2 instance with this AMI:

    1. Choose an EC2 instance type with sufficient RAM to accommodate your dataset.
    2. For security purposes, we recommend modifying the Security Group inbound rule to restrict from 0.0.0.0/0 to the appropriate IP address range for your use case.
    3. Launch the EC2 instance, and navigate to the instance's public IP address in a web browser (note: HTTP only).
    4. The default JupyterHub username is "admin", and the whatever password is entered the first time will be remembered as the password for all future logins.

    You will now be able to use the JuptyerHub interface to upload data and notebooks. We have also included an "examples" directory with notebooks to guide you through the capabilities of our disparity and bias testing library.

    Support

    Vendor support

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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