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Theano is an open-source numerical computation library for Python that enables the definition, optimization, and evaluation of mathematical expressions involving multi-dimensional arrays. Originally developed by the Montreal Institute for Learning Algorithms (MILA), it is widely used for deep learning applications.

Features of Theano:

Theano allows for efficient computation of mathematical expressions by utilizing both CPU and GPU resources for acceleration, making it suitable for large-scale numerical tasks.
It supports symbolic differentiation, enabling automatic gradient computation, which is essential for training machine learning models.
Theano provides a rich set of tensor operations, allowing users to build complex models for various machine learning applications.
With its ability to compile code and optimize performance, Theano ensures efficient memory usage and fast execution of mathematical computations.

To check the version, run
$ python
import theano
pip3 show Theano

Disclaimer: Theano is distributed under the BSD license and is provided free of charge. It is not affiliated with, endorsed by, or sponsored by any company. Theano is provided "as is," without any warranty, express or implied. Users utilize this software at their own risk. The developers and contributors to Theano hold no responsibility for any damages, losses, or consequences resulting from the use of this software. Users are advised to carefully review and comply with licensing terms and any applicable regulations while using Theano.

Theano on CentOS 8.5ATH Infosystems

Theano on CentOS 8.5

ATH Infosystems

Theano on CentOS 8.5

ATH Infosystems

Theano on CentOS 8.5
ATH Infosystems