Theano
Theano is a vast online library that is based on the Python programming language. The software program has been developed in such a way that it allows its users to define, optimize and helps in the evaluation of mathematical expressions, especially the functions that are explicitly focussed towards matrices.
Top Theano Alternatives
- MATLAB
- Protégé
- Sparkling Water
- scikit-learn
- DataRobot
- TensorFlow
- Gensim
- Salesforce Einstein
- OpenAI Gym
- Apache Storm
- IBM Watson Studio
- Azure Machine Learning Studio
- Domino Data Lab
- Big Squid
- Plotly
Top Theano Alternatives and Overview
MATLAB
MATLAB is a data science and machine learning-based development toolkit that processes iterative formulas into computer-based processes.
scikit-learn
scikit-learn is a machine learning software that is available to everyone as it is offered completely free of cost.
DataRobot
DataRobot is a reliable enterprise AI platform that allows you to automate all the processes for building, deploying, and maintaining AI at large scales.
TensorFlow
TensorFlow is an open-source library with functions that enable easy implementation of end-to-end machine learning models and datasets.
Salesforce Einstein
Using artificial intelligence and machine learning on processes, it increases customer satisfaction by switching guesswork...
OpenAI Gym
The software has been created in such a manner that it supports a wide variety...
Apache Storm
This open-source tool is compatible with several operating systems and is designed to deliver the...
Azure Machine Learning Studio
This GUI-based integrated platform assists developers and data scientists throughout the development lifecycle and helps...
Domino Data Lab
It allows the data scientists to process a vast amount of information with its platform...
Big Squid
It offers to consult for executives and business stakeholders to make optimized decisions and reap...
Theano Review and Overview
Theano was created at the University of Montreal in Canada. It is an open-source project and was developed under the eye of the Montreal Institute for Learning Algorithms. The software takes its unique name from the Greek ancient philosopher, who was named Theano and has always been considered as the founder of the golden mean in mathematics.
Faster than others
The Theano software has been produced while keeping in mind that speed and fast processing are one of the many needs in the modern age of mathematics and computer programming. Theano makes it possible for its users to run applications that can attain speeds that have the potential to rival C language implementations, even for problems and programs that come attached with huge chunks of data.
The software is so powerful that it can even beat the programming of a C programming language operating on a CPU. It gets this advantage of a conventional computer by using the power of the recent advancements in the GPU systems.
Maximum optimization
Theano combines the numerous aspects of a computer algebra system (CAS) along with the various aspects that define the function of an optimizing compiler. It also allows its users to generate any number of customized or modified forms C programming language or code, which can then be implemented and used for several mathematical operations.
Conclusion
The utility of making a mixture of CAS and optimizing of the compilation features is especially resourceful for programs and tasks, which face a heavy involvement of numerous complex mathematical operations repeatedly. In such cases, the evaluation speed is of prime importance, and the powerful Theano software is able to pull off such operations with relative ease. With innovative features as automatic differentiation and minimization of functions, Theano has carved itself a niche in the machine learning software industry.
Company Information
Company Name: Statistiker