在机器学习领域存在一个普遍的认知误区,即可解释性与准确性存在对立关系。这种观点认为可解释模型在复杂度上存在固有限制,因此无法达到最优性能水平,神经网络之所以能够在各个领域占据主导地位,正是因为其超越了人类可理解的范畴。 其实这种观点 ...
Deep learning continues to be one of the hottest fields in computing, and while Google’s TensorFlow remains the most popular framework in absolute numbers, Facebook’s PyTorch has quickly earned a ...
PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.