Theano
Theano is a python based AI framework capable of delivering peak precision for networks that need high computational power. The initial release of this framework was made on 2007. It is used for manipulating and evaluating mathematical expressions, typically matrix-valued expressions. Expressions in Theano are evaluated faster because of dynamic code generation. It also supports high-level modules like Lasagne.
Key Features:
- Updated version: Theano 1.0.5 on 27th of July 2020
- Execution Speed: It can use GPUs and execute fragments of expressions in GPU or CPU, which is faster than Python.
- Impeccable Accuracy Ratio: It is known for its accuracy and provides a great accuracy ratio regardless of how minimal the values are, which makes it highly preferable.
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Top 10 Artificial Intelligence Frameworks to Learn in 2024
Artificial Intelligence (AI) plays a crucial role in today’s digital world, and it’s expected to reach a market value of $190.61 billion by 2025. People from all walks of life, including digital enthusiasts and the average person, are contributing to this transformation.
Easy-to-use tools like Python, AI models, and the best AI frameworks make it accessible for more people to join in, creating a collaborative effort to shape the global digital landscape. As per the survey, the global AI market is expected to reach $190.61 billion by the year 2025.
Top artificial intelligence frameworks speed up the creation of AI applications, covering various areas like deep learning, machine learning, NLP solutions, and neural networks. As AI becomes more common, dealing with large sets of data, known as “big data,” becomes a challenge for organizations. This is why many technologies today require a reliable artificial intelligence framework to effectively handle and make sense of such data.