Overview
This is a repackaged open-source software product wherein additional charges apply for technical support and maintenance by Apps4Rent.
NumPy is a general-purpose array processing package which provides tools for handling the n-dimensional arrays. It provides various computing tools such as comprehensive mathematical functions, linear algebra routines.
Pandas is an easy to use open-source data analysis and manipulation tool, built on top of the Python programming language.
Scikit-learn is simple and efficient tools for predictive data analysis. Scikit-learn is a machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities.
Gradio is the fastest way to demo your machine learning model with a friendly web interface so that anyone can use it, anywhere. Gradio allows you to build demos and share them, all in Python. And usually in just a few lines of code.
This product also includes Matplotlib, which is required by the Gradio. Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Matplotlib makes easy things easy and hard things possible. For more Information, please visit: https://www.apps4rent.com/blog/ml-numpy-pandas-scikit-learn-matplotlib-ubuntu/
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. Image may take up to 5-7 minutes for initial launch.
Highlights
- Apps4Rent provides NumPy, Pandas, Scikit-learn, Gradio(also includes Matplotlib required by Gradio) which is ready to use for Production Environment.
- Apps4Rent is offering "Pack of 4 product" (4 software's on a single machine) at an affordable price point of USD 0.1/hour (any vCPU). Also, please refer our following article: https://www.apps4rent.com/blog/ml-numpy-pandas-scikit-learn-matplotlib-ubuntu/.
- For any custom build AMI's of your choice contact us on "support@apps4rent.com"
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 |
t2.xlarge | $0.10 | $0.186 | $0.286 |
t2.2xlarge | $0.10 | $0.371 | $0.471 |
t3.nano | $0.10 | $0.005 | $0.105 |
t3.micro AWS Free Tier | $0.10 | $0.01 | $0.11 |
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 of 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
*For Linux: 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: ubuntu
*Following are the steps to verify the version as well as installation of NumPy, Pandas, Scikit-learn and Gradio: Step i) Once you are logged into the instance, update the instance with sudo apt-get update. Step ii) Next run, source my-env/bin/activate. The given command is for activating the virtual environment 'my-env' created to install NumPy, Pandas, Gradio and Scikit-learn. Step iii) Run the commands below inside the my-env for checking the version of the installed tools as explained: i)To check the version of numpy: pip show numpy ii)To check the version of pandas: pip show pandas iii) To check the version of Scikit-learn: pip show scikit-learn iv) To check the version of Gradio: pip show gradio To exit from the virtual environment my-env, type deactivate and enter.
*Below are the minimum external resources subscriber needs to have to use this product: i)An Internet Connection is required in order for this product to function as expected ii)We recommend keeping your crucial data in a custom made encrypted EBS in order 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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