Abstract: In recent studies, line search methods have been demonstrated to significantly enhance the performance of conventional stochastic gradient descent techniques across various datasets and ...

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Abstract: This paper introduces AdaSwarm, a novel gradient-free optimizer which has similar or even better performance than the Adam optimizer adopted in neural networks. In order to support our ...

JAXopt is no longer maintained nor developed. Alternatives may be found on the JAX website. Some of its features (like losses, projections, lbfgs optimizer) have been ported into optax. We are ...

Pillow is the friendly PIL fork by Jeffrey A. Clark and contributors. PIL is the Python Imaging Library by Fredrik Lundh and contributors. As of 2019, Pillow development is supported by Tidelift. The ...

I’m sure you’re familiar with the adage work smart, not hard. That’s precisely what you sign up for with a DFS optimizer. This is the tool to use if you’re looking to maximize DFS point potential with ...