Sold by: kCloudHubs LLC
Deployed on AWS
AWS Free Tier
This product has charges associated with it for seller support.Theano is a Python library designed for fast numerical computation. It allows users to define mathematical expressions symbolically and then compiles them into optimized code that runs efficiently on CPUs or GPUs. It became popular in early deep learning research because it could handle complex matrix operations and automatic differentiation. Although it is no longer actively developed, it is still useful for understanding the foundations of machine learning frameworks.
Overview
This is a repackaged open source software product wherein additional charges apply for support.Theano is an open source Python library that focuses on efficient numerical computation using symbolic mathematics. It allows developers to define mathematical expressions in a high level way and automatically converts them into optimized low level code. This makes it very powerful for tasks involving large scale matrix operations and complex mathematical models. One of its key features is automatic differentiation which helps in computing gradients required for training machine learning models.
Theano was widely used in the early development of deep learning and served as the backend for several important frameworks. It supports execution on both central processing units and graphics processing units which improves performance significantly for heavy computations. The library also includes tools for optimizing code, reducing redundant calculations, and improving execution speed.
Despite its strengths, Theano is now considered outdated because newer libraries provide better performance and easier usability. Modern frameworks have built upon its ideas and offer more flexibility and community support.
Highlights
- Theano enables symbolic mathematical computation in Python
- Supports efficient execution on CPU and GPU
- Provides automatic differentiation for machine learning models
Details
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Delivery method
Delivery option
64-bit (x86) Amazon Machine Image (AMI)
Latest version
Operating system
Ubuntu 24.04
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Dimension | Cost/hour |
|---|---|
m4.large Recommended | $0.07 |
t2.micro | $0.01 |
t3.micro | $0.07 |
t3.nano | $0.07 |
t3.medium | $0.07 |
t2.2xlarge | $0.07 |
t2.medium | $0.07 |
t2.large | $0.07 |
r3.large | $0.07 |
r4.large | $0.07 |
Vendor refund policy
No refund
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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
Packaged with latest updates as of April/2026
Additional details
Usage instructions
Connect your instance via SSH, the username is ubuntu. More info on SSH: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AccessingInstancesLinux.html - Run the following commands: #sudo su
cd /opt
#source theano-env/bin/activate #python -c "import theano; print(theano.version)"
Support
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Feel free to reach out anytime. Our support team is available 24x7 for assistance. Email: meha@kcloudhubs.com
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