教材面向机器学习初学者和有经验的人工智能技术开发人员，旨在帮助读者理解和掌握机器学习的基本概念、算法和应用。 教材围绕机器学习和深度学习算法的基本原理，全面、深入地介绍数据分析、机器学习、深度学习相关理论及实际项目应用。教材包含16个 ...

Minerva now evolves to use cudnn_v2. Please download and use the new library. Minerva now supports the latest version of Caffe's network configuration protobuf format ...

多元自适应回归样条（Multivariate Adaptive Regression Splines, MARS）是Jerome Friedman于1991年提出的一种非参数回归技术。该方法专门用于建模预测变量集合与目标变量之间的复杂非线性关系，无需预先确定具体的函数形式。本文将深入探讨MARS算法的核心原理，并详细阐述 ...

This project serves as a bridge between zarrs (Rust) and zarr (zarr-python) via PyO3. The main goal of the project is to speed up i/o (see zarr_benchmarks). To use the project, simply install our ...

Python, Julia, and Rust are three leading languages for data science, but each has different strengths. Here's what you need to know. The most powerful and flexible data science tool is a programming ...

Ndarry是Rust编程语言中的一个高性能多维、多类型数组库。它提供了类似 numpy 的多种多维数组的算子。与 Python 相比 Rust 生态缺乏类似 CuPy, Jax 这样利用CUDA 进行加速的开源项目。虽然 Hugging Face 开源的 candle 可以使用 CUDA backend 但是 candle 项瞄准的是大模型的相关应用 ...

TensorFlow is an open-source framework developed by Google scientists and engineers for numerical computing. TensorFlow.NET is a library that provides a .NET Standard binding for TensorFlow, allowing ...

In this article, I’ll be discussing the aspects of using AutoFeat, steps involved and its implementation with a real-world dataset. AutoFeat is a python library that provides automated feature ...