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Theano
ATH Infosystems
Theano
ATH Infosystems
Theano
ATH Infosystems
Version 1.0.5 + Free Support on Ubuntu 20.04
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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