PyTorch
PyTorch is one of the most opted open source frameworks as it is super-adaptable in terms of integrations and languages. It was developed by Facebook’s AI Research lab and was released in January 2016 as an open-source library chiefly used in deep learning, computer vision, and natural language processing software. Another notable feature of Pytorch is its great affinity with iOS as well as Android.
Key Features:
- Updated version: Pytorch 2.1.2 15 December 2023;
- Computational Graph: During runtime, it has computational graph support. Therefore expressing and evaluating a mathematical expression is easier in PyTorch.
- Easy Debugging: It uses debugging tools like IPDB and PDB. Programmers can use Python’s IDE PyCharm for debugging due to the computational graph at runtime.
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.