Scikit-Learn 1.8.0 更新引入了实验性的 Array API 支持。这意味着 CuPy 数组或 PyTorch 张量现在可以直接在 Scikit-Learn 的部分组件中直接使用了，且计算过程能保留在 GPU 上。 Scikit-Learn 开始正式支持Python Array API 标准。这是一个由 NumPy、CuPy、PyTorch、JAX 等库共同维护的 ...

Create an rng object with np.random.default_rng(), you can seed it for reproducible results. You can draw samples from probability distributions, including from the binomial and normal distributions.

Now you can have Cython’s speed boost without its cumbersome syntax, using the pure Python syntax you know and love. Cython has long been one of the great secret weapons of Python performance, letting ...