腾讯网

PyTorch + MLFlow 实战：从零构建可追踪的深度学习模型训练系统

本文通过使用 Kaggle 数据集训练情感分析模型的实例，详细演示了如何将 PyTorch 与 MLFlow 进行深度集成，实现完整的实验跟踪、模型记录和结果可复现性管理。文章将系统性地介绍训练代码的核心组件，展示指标和工件的记录方法，并提供 MLFlow UI 的详细界面 ...
Visual Studio Magazine

Regression Using PyTorch New Best Practices, Part 2: Training, Accuracy, Predictions

Dr. James McCaffrey of Microsoft Research updates regression techniques and best practices guidance based on experience over the past two years, reflecting rapid advancements in machine learning with ...
Visual Studio Magazine

Multi-Class Classification Using New PyTorch Best Practices, Part 2: Training, Accuracy ...

Following new best practices, Dr. James McCaffrey of Microsoft Research revisits multi-class classification for when the variable to predict has three or more possible values. This is the second of ...
ZDNet

Opinionated and open machine learning: The nuances of using Facebook's PyTorch

At last week's Spark AI Summit Europe, we had the chance to discuss with some of the rock stars of this community. MLFlow's new version was presented in Databricks Chief Technologist Matei Zaharia's ...