Abstract: In the Python world, NumPy arrays are the standard representation for numerical data and enable efficient implementation of numerical computations in a high-level language. As this effort ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...

Data analysis is an integral part of modern data-driven decision-making, encompassing a broad array of techniques and tools to process, visualize, and interpret data. Python, a versatile programming ...

Python has grown in popularity over the years to become one of the most popular programming languages for machine learning (ML) and artificial intelligence (AI) tasks. It has replaced many of the ...

最近 M1 芯片爆火，它是否适用于数据科学？在常用基准上测试一下就知道了。 新版 Macbook 已经问世了一段时间，如果将 M1 芯片用于数据科学，性能会如何呢？本文作者将 M1 Macbook Pro 与基于 Intel 的 2019 Macbook Pro 在 5 种常用基准上进行了测试，结果发现 M1 芯片的 ...

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The study of Mathematics has come a long way. From the discovery of zero to solving complex integral equations which somewhere surely has impacted the lives of many. Well, not many realise it but if ...

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Although neural networks have been studied for decades, over the past couple of years there have been many small but significant changes in the default techniques used. For example, ReLU (rectified ...