Overview
This is a repackaged open-source software product wherein additional charges apply for technical support and maintenance by Apps4Rent. Simplify machine learning model interpretation with SHAP, a powerful Python library, conveniently repackaged by Apps4Rent for seamless integration on the AWS Marketplace. This versatile tool provides a comprehensive set of features for explaining the output of any machine learning model. Accelerate model development workflows by streamlining model interpretation and debugging. SHAP's intuitive API simplifies complex model analysis tasks, saving you time and effort. Integrate seamlessly with popular machine learning frameworks and libraries, enhancing your model's transparency and reliability. Experience the power of SHAP with Apps4Rent's pre-configured solution on AWS Marketplace. Deploy and manage your machine learning model interpretation needs effortlessly, focusing on core application logic. Benefit from the flexibility and scalability of AWS to handle growing machine learning model complexity. Disclaimer: The respective trademarks mentioned in the offering are owned by the respective companies. We do not provide the commercial license of any of these products. Many of the products have a free, demo, or Open-Source license as applicable.
Highlights
- Model Interpretability: SHAP provides a powerful and intuitive way to understand the factors that influence the predictions of machine learning models. This can help you build more accurate and reliable models
- Feature Importance: SHAP can help you identify the most important features in your model, which can help you prioritize feature engineering efforts and improve model performance.
- Model Debugging: SHAP can help you identify and fix errors in your models. By understanding why a model is making certain predictions, you can identify and correct biases or inconsistencies.
Details
Typical total price
$0.146/hour
Features and programs
Financing for AWS Marketplace purchases
Pricing
Instance type | Product cost/hour | EC2 cost/hour | Total/hour |
|---|---|---|---|
t1.micro | $0.10 | $0.02 | $0.12 |
t2.nano | $0.10 | $0.006 | $0.106 |
t2.micro AWS Free Tier | $0.10 | $0.012 | $0.112 |
t2.small | $0.10 | $0.023 | $0.123 |
t2.medium Recommended | $0.10 | $0.046 | $0.146 |
t2.large | $0.10 | $0.093 | $0.193 |
t3.nano | $0.10 | $0.005 | $0.105 |
t3.micro AWS Free Tier | $0.10 | $0.01 | $0.11 |
t3.small | $0.10 | $0.021 | $0.121 |
t3.medium | $0.10 | $0.042 | $0.142 |
Additional AWS infrastructure costs
Type | Cost |
|---|---|
EBS General Purpose SSD (gp2) volumes | $0.10/per GB/month of provisioned storage |
Vendor refund policy
Apps4Rent does not offer commercial licenses or refund for any of the products mentioned above. The products come with open source licenses.
Legal
Vendor terms and conditions
Content disclaimer
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.
Version release notes
Additional details
Usage instructions
Connect to your Linux instance via port no. 22 using SSH. Please refer this article: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AccessingInstancesLinux.html Sign-in credentials: Username: ec2-user This software does not store any sensitive customer information. This software does not require any type of data encryption configuration. programmatic system credentials and cryptographic keys are not required for this product. Once inside the machine become sudo user and navigate to root directory: sudo su cd /root Dependencies version check: python/python3 --version or pip3 --version Get into the Python Enviroment: source myenv/bin/activate Verify the installtion: pip3 show shap or pip3 list shap To get out of python enviroment: deactivate *Below are the minimum external resources subscriber needs to have to use this product: i)An Internet Connection is required for this product to function as expected. ii)We recommend keeping your crucial data in a custom made encrypted EBS to save from termination in future.
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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